FROM REPRESENTATION <> TO DEFINITION <> TO RESEARCH <> TO THE COMPLETE GOMI INVARIANT.
GOMI DECLARATION. GOMI IS AN AUDITABLE LONGITUDINAL CHOICE-MATRIX MACHINE.
IT CREATES DEFINED CHOICE ENVIRONMENTS.
IT RECORDS EVERY SYSTEM-REGISTERED CHOICE EVENT FROM THE FIRST RECORDED INTERACTION FORWARD.
EACH RECORDED CHOICE PRESERVES WHEN THE CHOICE OCCURRED AND THE DEFINED CONDITIONS UNDER WHICH IT WAS MADE.
TIME <> CONDITION <> CHOICE.
GOMI INVARIANT MAP
GOMI SITE → SPECIFIC ELEMENT → APPLICABLE INVARIANT LOCATION → EVIDENCE / INDEX / RELATED ARCHITECTURE → RETURN TO ROUTE / CONTINUE
R01-01 <> ROBERT C. PIASENTIN <> MCMILLAN LLP PROFESSIONAL / LEGAL CITATION INDEX
THIS IS A DIRECT PROFESSIONAL / LEGAL EVIDENCE INDEX. EACH IDENTIFIED PUBLIC CLAIM IS ROUTED TO THE PUBLIC SOURCE THAT SUPPORTS IT. THE INDEX DOCUMENTS PROFESSIONAL CAPACITY <> EXPERIENCE <> PUBLICATIONS <> SPEAKING / MODERATION <> TECHNOLOGY / DATA / PRIVACY / COMMERCIAL PRACTICE CORRESPONDENCE. IT DOES NOT MAKE THE PROFESSIONAL RECORD EXTERNAL VALIDATION OF THE GOMI FORMULATION.
PROFESSIONAL ROLE <> TECHNOLOGY PRACTICEMCMILLAN PUBLIC MATERIAL IDENTIFIES ROBERT C. PIASENTIN AS PARTNER <> TECHNOLOGY <> VANCOUVER AND A NATIONAL TECHNOLOGY-PRACTICE LEADER.OPEN DIRECT PROFESSIONAL PROFILE ↗
TECHNOLOGY <> STARTUPS <> EMERGING COMPANIES <> MEDIA EXPERTISEMCMILLAN'S MEDIA CENTRE IDENTIFIES HIS PUBLIC MEDIA EXPERTISE IN STARTUPS <> EMERGING COMPANIES <> TECHNOLOGY AND DESCRIBES HIS TECHNOLOGY TRANSACTIONS <> SOFTWARE / LICENSING <> IP COMMERCIALIZATION <> PRIVACY / CYBERSECURITY PRACTICE.OPEN MCMILLAN MEDIA SOURCE ↗
PRIOR IN-HOUSE TECHNOLOGY LEADERSHIPMCMILLAN'S ANNOUNCEMENT OF HIS ARRIVAL RECORDS PRIOR SERVICE AS GENERAL COUNSEL <> PRIVACY OFFICER <> CORPORATE SECRETARY AT A LEADING INFORMATION-TECHNOLOGY / MANAGEMENT-CONSULTING COMPANY.OPEN DIRECT FIRM RECORD ↗
PUBLICATION <> RISKS OF ANONYMIZED AND AGGREGATED DATADECEMBER 1 <> 2021 <> PRIVACY LAW BULLETIN <> ROBERT C. PIASENTIN WITH KRISTEN SHAW. DIRECTLY RELEVANT TO ANONYMIZATION <> AGGREGATION <> RE-IDENTIFICATION RISK <> DATA UTILITY / PRIVACY TRADE-OFFS.OPEN ARTICLE ↗
PUBLICATION <> DEVELOPING <> OFFERING <> USING GENERATIVE AI TECHNOLOGIESMARCH 2024 <> INTERNET AND E-COMMERCE LAW IN CANADA <> CO-AUTHORED WORK ADDRESSING CANADIAN PRIVACY-REGULATOR GUIDANCE FOR GENERATIVE AI <> RISK <> TRANSPARENCY <> DATA PRACTICES.OPEN PUBLICATION PDF ↗
PUBLIC SEMINAR <> THE PRESENT AND FUTURE OF A.I. REGULATIONJUNE 20 <> 2023 <> PUBLIC PROGRAM LISTING ROBERT C. PIASENTIN AS A SPEAKER ON AI REGULATION <> PROPOSED LEGISLATION <> COMPLIANCE <> INNOVATION.OPEN EVENT RECORD ↗
PUBLIC WEBINAR <> CYBERSECURITY RISKS <> MITIGATION <> OPPORTUNITIESAPRIL 26 <> 2022 <> UBC ALLARD SCHOOL OF LAW EVENT RECORD IDENTIFYING ROBERT C. PIASENTIN AS MODERATOR OF A CYBERSECURITY PANEL.OPEN UBC EVENT RECORD ↗
PUBLIC PROGRAM <> TECHNOLOGY ISSUES IN COMMERCIAL DEALS 2026CLE BC PROGRAM RECORD LISTING ROBERT C. PIASENTIN AS FACULTY ON WARRANTIES WITHIN A TECHNOLOGY-COMMERCIAL-DEALS PROGRAM.OPEN CLE BC PROGRAM ↗
PROFESSIONAL RECOGNITION <> INFORMATION TECHNOLOGYLEXPERT'S PUBLIC LAWYER PROFILE RECORDS HIS TECHNOLOGY PRACTICE <> PRIOR GENERAL-COUNSEL EXPERIENCE <> INFORMATION-TECHNOLOGY RECOGNITION.OPEN PROFESSIONAL DIRECTORY ↗
REGULATORY STATUS VERIFICATIONLAW SOCIETY OF BRITISH COLUMBIA LAWYER DIRECTORY <> SEARCH BY LAWYER NAME FOR CURRENT REGULATORY RECORD.OPEN LAW SOCIETY DIRECTORY ↗
PROFESSIONAL CLAIM → DIRECT PUBLIC RECORD → ARTICLE / PUBLICATION / EVENT / PRACTICE EVIDENCE → APPLICABLE LEGAL / TECHNOLOGY CAPACITY → GOMI LEGAL REFERENCE → RETURN
ROUTING SPINE <> STEWARDSHIP RESPONSIBILITY → POTENTIAL CAPACITY → DISCIPLINE / FIELD → INSTITUTION / ORGANIZATION → DEPARTMENT / CENTRE / LABORATORY → PUBLIC RESEARCH / SOURCE → GOMI INVARIANT PROPOSITION → RELATED GOMI SYSTEM / INDEX → RETURN
R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION
RESEARCH DOOR <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> READ AGAINST OPEN INQUIRY <> DATA ACCESS <> INDEPENDENT RESEARCH.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R02-01 <> INDIVIDUAL <> GROUP <> ORGANIZATION <> INSTITUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> RESEARCH DISCIPLINES <> READ AGAINST OPEN INQUIRY <> DATA ACCESS <> INDEPENDENT RESEARCH.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R02-02 <> RESEARCH DISCIPLINES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> FIELDS <> SPECIALTIES <> READ AGAINST OPEN INQUIRY <> DATA ACCESS <> INDEPENDENT RESEARCH.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R02-03 <> FIELDS <> SPECIALTIES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> RESEARCH AREAS <> READ AGAINST OPEN INQUIRY <> DATA ACCESS <> INDEPENDENT RESEARCH.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R02-04 <> RESEARCH AREAS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> GOMI DATA <> OPEN INQUIRY <> READ AGAINST OPEN INQUIRY <> DATA ACCESS <> INDEPENDENT RESEARCH.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R02-05 <> GOMI DATA <> OPEN INQUIRY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CLOSED WORLD <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-01 <> CLOSED WORLD <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> WORLD CONTINUUM <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-02 <> WORLD CONTINUUM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INVARIANT CONDITIONS <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-03 <> INVARIANT CONDITIONS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AI OPERATING LAYER <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-04 <> AI OPERATING LAYER <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> OPERATIONAL OPTIMIZATION <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-05 <> OPERATIONAL OPTIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SYNCHRONIZATION <> VERIFICATION <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-06 <> SYNCHRONIZATION <> VERIFICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PICK → PLAY → REVIEW <> READ AGAINST PLATFORM CONFIGURATION <> WORLD CONDITIONS <> TEMPORAL RECORD.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R03-07 <> PICK → PLAY → REVIEW <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R03-08 <> TEMPORAL RECORD <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
4 <> BEHAVIORAL VARIANCE WITHIN INVARIANT CONDITIONS
THE APPLICABLE GOMI CONDITIONS REMAIN FIXED.
HUMAN <> AI BEHAVIOR MAY VARY WITHIN THOSE CONDITIONS.
OBSERVABLE VARIANCE MAY INCLUDE:
Choice
Decision Timing <> Where Applicable
Strategy
Adaptation
Performance
Outcome
VARIATION IN OBSERVED BEHAVIOR IS RECORDED AGAINST THE DEFINED CONDITIONS UNDER WHICH IT OCCURRED.
GOMI IS:
Complete At The Architectural Level
A Purpose-Built Entertainment Platform
Intentionally Engineered To Attract Voluntary-Participation At Scale
INVARIANT WORLD DEFINITION <> CLOSURE PRINCIPLE:
A World Is Defined By Its Ruleset Scope <> Invariant Configuration Space <> Not By The Cultural Identity Of The Game It Represents
Any Game With A Finite <> Enumerable Decision Structure May Be Instantiated Into One Or More Canonical Worlds <> Each Consisting Of A Complete <> Closed Set Of Invariant Configurations
Once A World Is Fully Instantiated <> Populated <> It Is Closed <> Non-Mutable <> Permanently Referenceable
Performance Within A Closed World Remains Statistically Meaningful <> Comparable Over Time
Player Preference <> Engagement Density <> Sponsorship Value <> Competitive Meaning Emerge From Population Behavior Within Worlds <> Not From Platform Intervention <> Subjective Framing
All Worlds Operate Under The Same Invariant Statistical Treatment <> Enabling Cross-World Comparison Of Decision Quality <> Consistency <> Adaptive Performance Under Constraint
A FIXED-INVARIANT DECISION-COLLIDER OPERATES:
A Finite Invariant Research-Machine
CONSTRUCTED TO STUDY:
Human <> AI Decision Making Under Controlled <> Repeatable Conditions At Global Scale
INSTANTIATION <> STEWARDSHIP:
The System Does Not Operate <> Generate Data <> Exert Influence <> Until It Is Formally Instantiated
INSTANTIATION OCCURS ONLY THROUGH:
Installation Of The System’s Bounded AI-Operational Layer
Activation Within A Governed Institutional Context
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R04-01 <> CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R04-02 <> DECISION TIMING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-005 <> JOHN NASH — NON-COOPERATIVE GAME EQUILIBRIAMULTI-PARTICIPANT STRATEGY SPACES <> EQUILIBRIUMOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R04-03 <> STRATEGY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R04-04 <> ADAPTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PERFORMANCE <> READ AGAINST OBSERVED BEHAVIORAL VARIANCE UNDER DEFINED CONDITIONS.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R04-05 <> PERFORMANCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> OUTCOME <> READ AGAINST OBSERVED BEHAVIORAL VARIANCE UNDER DEFINED CONDITIONS.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R04-06 <> OUTCOME <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
SECTION CLASS:
GOMI SYSTEM DEFINITION / FORMAL ONTOLOGY.
THIS SECTION DEFINES THE FORMAL OBJECTS GOMI USES TO REPRESENT A
CONTROLLED INTERACTION ENVIRONMENT.
IT DOES NOT CLAIM THAT THE FORMAL OBJECTS ARE UNIVERSAL LAWS OF
HUMAN DECISION, PERCEPTION, CONSCIOUSNESS, OR REALITY.
5.1 CONTROLLED INTERACTION ENVIRONMENT
GOMI DEFINES A CONTROLLED INTERACTION ENVIRONMENT AS AN ENVIRONMENT
IN WHICH, WHERE APPLICABLE:
- RULES / CONDITIONS ARE DECLARED;
- INFORMATION MADE AVAILABLE TO EACH ACTIVE AGENT IS DEFINED;
- AVAILABLE ACTIONS ARE DEFINED;
- TIMING / ORDER IS RECORDED;
- RANDOM / EXOGENOUS EVENTS MATERIAL TO THE WORLD ARE RECORDED;
- ACTIONS / DECLARATIONS ARE RECORDED;
- STATE TRANSITIONS ARE TRACEABLE;
- RETURN SIGNALS / FEEDBACK ARE TRACEABLE;
- OUTCOME-RESOLUTION RULES ARE PREDECLARED;
- VERSION / PROVENANCE INFORMATION IS PRESERVED.
THE SYSTEM PROVIDES THE DECLARED ENVIRONMENT.
THE RULES DEFINE THE CONDITIONS.
PARTICIPANTS / AUTHORIZED AGENTS MAKE OR EMIT ACTIONS WHERE THE
WORLD PERMITS THEM.
GOMI RECORDS WHAT OCCURRED UNDER THOSE CONDITIONS.
5.2 WORLD / PARTICIPATION-ENVIRONMENT SCOPE
THE EARLIER MASTER TREATED HUMAN COMPETITIVE WORLDS AND AI-ENABLED
WORLDS AS STRUCTURALLY DISTINCT AT THE WORLD LEVEL.
THAT ONTOLOGY IS SUPERSEDED BY THE CURRENT ARCHITECTURE.
THE PERMANENT CORE CONTAINS 14 WORLDS.
WITHIN A WORLD, COMPETITIVE / PARTICIPATION CONDITIONS MAY BE DEFINED
BY A DECLARED PARTICIPATION ENVIRONMENT, INCLUDING:
1. HUMAN TO HUMAN;
2. HUMAN TO HUMAN VR;
3. HUMAN TO AI;
4. AI TO AI.
COMPETITIVE MEANING IS THEREFORE CONDITIONED BY AT LEAST:
- WORLD;
- PARTICIPATION ENVIRONMENT;
- RULE / CONFIGURATION VERSION;
- ELIGIBILITY / PERMISSION CONDITIONS;
- AND, WHERE MATERIAL, MIRROR / COMPETITION CONTEXT.
AN AGENT MAY PARTICIPATE ONLY WHERE THE APPLICABLE PARTICIPATION
ENVIRONMENT AND SYSTEM-CONTROLLED ELIGIBILITY / PERMISSION RULES
ALLOW THAT PARTICIPATION.
THIS IS A GOMI ARCHITECTURAL RULE.
IT IS NOT A THEOREM THAT HUMAN AND AI MEANING ARE NATURALLY
SEGREGATED BY WORLD.
5.3 CANONICAL FORMAL OBJECT
DEFINE THE GOMI FORMAL SYSTEM AS:
G = (O, S, A, I, X, E, R, Y, T, F, G_e, H, Omega, Pi, C, K)
WHERE:
O
= SET OF ACTIVE AGENTS / OBSERVERS RELEVANT TO THE MODELED
ENVIRONMENT.
S
= SYSTEM / ENVIRONMENT STATE SPACE.
A
= GLOBAL ACTION SPACE.
A_i(s,t) subseteq A
= ACTIONS AVAILABLE TO AGENT i IN SYSTEM STATE s AT TIME t.
I_i(s,t)
= INFORMATION MADE AVAILABLE TO AGENT i UNDER THE DECLARED
WORLD / PARTICIPATION-ENVIRONMENT / CONFIGURATION CONDITIONS.
X_i
= OPTIONAL INTERNAL / LATENT STATE SPACE FOR AGENT i.
E
= RECORDED EVENT / EMITTED-SIGNAL SPACE.
R
= RETURN-SIGNAL / FEEDBACK SPACE.
Y
= RESOLVED OUTCOME SPACE.
T
= ORDERED TIME INDEX.
F
= SYSTEM STATE-TRANSITION FUNCTION.
G_e
= EVENT / SIGNAL-EMISSION FUNCTION.
H
= RETURN-SIGNAL / SYSTEM-FEEDBACK FUNCTION.
Omega
= OUTCOME-RESOLUTION FUNCTION.
Pi
= POLICY / CHOICE-RULE MODEL SPACE, WHERE SUCH A MODEL IS USED.
C
= OPERATIONAL CONFIRMATION / RECORDING CRITERION.
K
= SYSTEM CONSTRAINTS / GOVERNANCE CONDITIONS.
A FORMAL SYMBOL SHALL HAVE ONE PRIMARY MEANING WITHIN A FORMAL BLOCK.
IN PARTICULAR:
- A SET SHALL NOT ALSO DENOTE THE ELEMENT CHOSEN FROM THAT SET;
- A RETURN SIGNAL SHALL NOT ALSO DENOTE A FINAL OUTCOME;
- A SIGNAL-EMISSION FUNCTION SHALL NOT ALSO DENOTE A PERFORMANCE
OR DECISION-QUALITY FUNCTION;
- A LATENT INTERNAL STATE SHALL NOT BE PRESENTED AS A DIRECTLY
OBSERVED RECORD.
5.4 STATE / ACTION DYNAMICS
FOR EACH TIME t:
s_t in S
FOR EACH ACTIVE AGENT i in O_t:
a_t^i in A_i(s_t,t)
THE JOINT ACTION VECTOR IS:
a_t = (a_t^i)_(i in O_t)
LET:
Xi
DENOTE THE EXOGENOUS / RANDOM INPUT SPACE RELEVANT TO THE ACTIVE
WORLD / ENVIRONMENT, AND LET:
xi_t in Xi
DENOTE THE REALIZED EXOGENOUS / RANDOM INPUT REQUIRED BY THE WORLD.
THE STATE TRANSITION IS:
s_(t+1) = F(s_t, a_t, xi_t)
IF A WORLD CONTAINS CHANCE / RANDOMNESS, xi_t MUST BE REPRESENTED
EXPLICITLY OR ITS REALIZED VALUE MUST ALREADY BE INCLUDED IN THE
RECORDED RESOLUTION INPUT.
THIS EQUATION DEFINES SYSTEM EVOLUTION.
IT DOES NOT ESTABLISH DETERMINISM OF HUMAN CHOICE.
5.5 EVENT / SIGNAL RECORD
FOR EACH ACTIVE AGENT i, A DIRECT RECORDED EVENT-SIGNAL MAY BE DEFINED:
e_t^i = G_e(s_t, I_i(s_t,t), a_t^i)
THE EVENT-SIGNAL IS A SYSTEM RECORD OF WHAT OCCURRED UNDER THE
DECLARED CONDITIONS.
IF A SCIENTIFIC MODEL INCLUDES AN INTERNAL STATE x_t^i, THAT VARIABLE
REMAINS LATENT UNLESS SEPARATELY MEASURED.
INCLUDING A LATENT VARIABLE IN A MODEL DOES NOT MEAN THE RECORDED
EVENT DIRECTLY REVEALS:
- BELIEF;
- MEMORY;
- STRATEGY;
- MOTIVE;
- VALUE;
- PERCEPTION;
- OR OTHER PRIVATE INTERNAL STATE.
OBSERVATION != INFERENCE.
5.6 RETURN SIGNAL / FEEDBACK
WHERE A DELIVERY / MEASUREMENT DISTURBANCE TERM IS NEEDED, LET:
eta_t^i
DENOTE THAT DISTURBANCE.
DEFINE THE RETURN SIGNAL:
rho_t^i = H_i(s_(t+1), a_t, e_t, eta_t^i)
THE RETURN SIGNAL MAY INCLUDE:
- DISPLAYED SYSTEM FEEDBACK;
- CORRECT / INCORRECT STATE;
- REWARD / SCORE INFORMATION;
- NEXT-STATE INFORMATION;
- RESOLVED OUTCOME INFORMATION;
- OR OTHER WORLD-DEFINED RETURN INFORMATION.
THE RETURN SIGNAL IS WHAT THE SYSTEM DELIVERS / RECORDS.
THE AGENT'S PRIVATE INTERPRETATION OF THE RETURN SIGNAL IS NOT
DIRECTLY OBSERVED UNLESS SEPARATELY OPERATIONALIZED.
5.7 LATENT PERCEPTION / OPERATIONAL CONFIRMATION
THE EARLIER MASTER USED:
omega_t^i = Resolve(x_t^i, rho_t^i)
AND THEN PROMOTED THAT LATENT MODEL TO:
“REALITY ESTABLISHED.”
THE FIRST EXPRESSION MAY BE RETAINED ONLY AS A LATENT / THEORETICAL
OBSERVER MODEL:
omega_t^i := Resolve_i(x_t^i, rho_t^i)
WHERE omega_t^i IS NOT DIRECTLY OBSERVED ABSENT A VALID MEASUREMENT
PROTOCOL.
FOR A DIRECT SYSTEM RECORD, DEFINE INSTEAD:
c_t^i := C_i(z_t^i)
WHERE:
z_t^i
= THE OBSERVED REPORT, RESPONSE, STATE, OR PREDECLARED CRITERION
USED TO DETERMINE CONFIRMATION;
c_t^i in {0,1}
= WHETHER THAT OPERATIONAL CONFIRMATION CRITERION WAS MET.
c_t^i DOES NOT, BY ITSELF, ESTABLISH OBJECTIVE REALITY OR OBJECTIVE
TRUTH.
IF “REALITY RESOLUTION” IS RETAINED ELSEWHERE, ITS STATUS MUST BE
IDENTIFIED AS:
- OPERATIONAL GOMI DEFINITION;
- LATENT / THEORETICAL MODEL;
- TESTABLE SCIENTIFIC HYPOTHESIS;
- OR INTERPRETIVE / PUBLIC NARRATIVE.
5.8 MULTI-AGENT AGREEMENT / CONSENSUS
LET:
z_t^i in Z
z_t^j in Z
BE OBSERVED OR VALIDLY ESTIMATED COMPARABLE REPRESENTATIONS.
LET:
d: Z x Z -> [0, infinity)
BE A PREDECLARED DISTANCE / DISAGREEMENT METRIC.
LET:
epsilon >= 0
BE A PREDECLARED AGREEMENT TOLERANCE.
DEFINE:
Agree_t^(i,j) := 1{d(z_t^i, z_t^j) <= epsilon}
IF OPERATIONAL CONFIRMATION IS ALSO REQUIRED:
Consensus_t^(i,j)
:= c_t^i AND c_t^j AND Agree_t^(i,j)
THIS DEFINES A RECORDED CONSENSUS EVENT UNDER THE DECLARED CRITERION.
WHERE tau IS THE COMPLETE RECORDED TRACE REQUIRED BY THE WORLD'S
OUTCOME RULE.
WHERE A PHASE-INDEXED WORLD IS USED, THE EQUIVALENT FORM MAY BE:
y = Omega(s^(K_W+1))
THE OUTCOME IS DETERMINISTIC GIVEN THE COMPLETE RESOLUTION INPUT ONLY
WHEN:
- Omega IS A DETERMINISTIC RULE; AND
- ALL REALIZED RANDOM / EXOGENOUS INPUTS REQUIRED FOR RESOLUTION ARE
INCLUDED IN THAT INPUT.
THIS DOES NOT MEAN THE OUTCOME WAS PREDICTABLE BEFORE THOSE RANDOM
EVENTS OCCURRED.
5.10 CONSTRAINT / GOVERNANCE LAYER
K CONTAINS DECLARED SYSTEM / GOVERNANCE CONDITIONS.
AS APPLICABLE, THESE MAY INCLUDE:
- RULE INTEGRITY;
- NON-DECEPTION;
- EXPLICIT BOUNDARIES;
- VALID CLAIM SCOPE;
- PROVENANCE;
- ACCESS / PERMISSION RULES;
- PRIVACY / ETHICS CONDITIONS;
- SPONSORSHIP / ACTIVATION CONDITIONS;
- STEWARDSHIP / OVERSIGHT CONDITIONS;
- AI / TECHNOLOGY CONDITIONS;
- VERSION CONTROL;
- PUBLIC-CLAIM CONTROLS.
K IS A GOVERNANCE / SYSTEM-CONSTRAINT OBJECT.
K DOES NOT MATHEMATICALLY GUARANTEE THAT EVERY EXTERNAL FACT,
INTERPRETATION, OR SOURCE IS TRUE.
WHERE TRUTH / CORRECTNESS IS MATERIAL, THE APPLICABLE VERIFICATION
PROCESS, EVIDENCE, AUTHORITY, AND LIMITATIONS MUST BE IDENTIFIED.
5.11 CANONICAL RECORDED TRACE
FOR THE ACTIVE AGENTS AT TIME t, DEFINE:
I_t := (I_i(s_t,t))_(i in O_t)
AS THE JOINT INFORMATION-AVAILABILITY RECORD, AND DEFINE:
calA_t := (A_i(s_t,t))_(i in O_t)
AS THE JOINT AVAILABLE-ACTION SPECIFICATION.
WHERE EVENT / CONFIRMATION VECTORS ARE USED:
e_t := (e_t^i)_(i in O_t)
AND c_t DENOTES THE APPLICABLE RECORDED CONFIRMATION VECTOR / STATE.
WHERE AN OUTCOME IS INDEXED TO THE EVENT / TIME RECORD, y_t DENOTES
THAT RESOLVED OUTCOME.
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THE DECISION-MATRIX METHODOLOGY DEFINES HOW GOMI RECORDS DECISIONS
UNDER DECLARED INFORMATION / ACTION / TIMING CONDITIONS.
IT DOES NOT ASSERT THAT ALL HUMAN OR MACHINE DECISION-MAKING IN NATURE
HAS EXACTLY FOUR PHASES, A FINITE ACTION SPACE, OR ONE UNIVERSAL
RESOLUTION FORM.
6.1 METHOD-INVARIANT REQUIREMENT
THE INVARIANT REQUIREMENT IS:
THE ACTIVE WORLD'S / METHOD'S:
- DECISION CONDITIONS;
- INFORMATION STATES;
- ACTION CONDITIONS;
- TIMING;
- RULES;
- RANDOM / EXOGENOUS EVENTS WHERE MATERIAL;
- OUTCOME CRITERIA;
- AND MATERIAL VERSION / CONFIGURATION STATE
ARE DEFINED BEFORE USE AND RECORDED WITH THE EVENT TRACE.
THE INVARIANT IS NOT:
“ALL DECISIONS HAVE EXACTLY FOUR PHASES.”
6.2 WORLD / METHOD-SPECIFIC PHASE COUNT
LET:
k = 1,...,K_W
WHERE:
K_W
= THE NUMBER OF DECLARED DECISION / INFORMATION PHASES USED BY
WORLD OR METHOD W.
K_W IS WORLD / METHOD SPECIFIC.
A GOMI METHOD MAY USE:
- A FOUR-PHASE PROTOCOL WHERE EXPRESSLY ADOPTED;
- A 30–20–10 INFORMATION / TEACHING METHOD;
- A DIRECT-METHOD GAME / ACTIVITY;
- OR ANOTHER QUALIFYING METHOD DEFINED AND VERSIONED BEFORE USE.
NO METHOD GAINS SCIENTIFIC VALIDITY MERELY FROM HAVING A PARTICULAR
NUMBER OF PHASES.
6.3 DECISION CONTEXT / RECORDED ACTION
FOR PARTICIPANT p AT PHASE k:
calA_p^k
= AVAILABLE ACTION SET.
I_p^k
= INFORMATION MADE AVAILABLE TO p.
s^k
= ENVIRONMENT STATE.
DEFINE:
M_p^k := (calA_p^k, I_p^k, s^k)
THE RECORDED ACTION SATISFIES:
a_p^k in calA_p^k
IF A STOCHASTIC POLICY MODEL IS USED:
pi_p^k(. | M_p^k)
IS A MODELLED DISTRIBUTION OVER calA_p^k, AND:
a_p^k ~ pi_p^k(. | M_p^k)
IF A DETERMINISTIC CHOICE RULE IS USED:
a_p^k = f_p^k(M_p^k)
THE POLICY / CHOICE MODEL IS A MODEL.
THE RECORDED ACTION IS THE OBSERVATION.
AT PHASE k, LET P_k BE THE SET OF PARTICIPANTS ACTIVE AT THAT PHASE,
AND LET:
a^k = (a_p^k)_(p in P_k)
AND LET:
xi^k
DENOTE ANY REALIZED EXOGENOUS / RANDOM INPUT AT THAT PHASE.
THEN:
s^(k+1) = F_k(s^k, a^k, xi^k)
THE SUBSCRIPT k MAY BE OMITTED ONLY WHEN THE SAME TRANSITION FUNCTION
APPLIES ACROSS THE RELEVANT PHASES.
6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED
THE EARLIER MASTER USED A FOUR-PHASE METHOD:
D = {D1, D2, D3, D4}
WITH AN INITIAL INFORMATION STATE, INFORMATION EXPANSION, DIRECTIONAL
RESOLUTION, AND FINAL OUTCOME / CONFIRMATION STAGE.
THIS CONCEPTUAL LINEAGE IS PRESERVED.
IT MAY BE USED AS A GOMI METHOD WHERE THE ACTIVE WORLD / EXPERIMENT
EXPLICITLY ADOPTS AND DEFINES IT.
THE FOLLOWING EARLIER UNIVERSAL CLAIMS ARE RETIRED:
- THAT FOUR PHASES ARE THE MINIMAL COMPLETE MODEL OF DECISION;
- THAT ALL DECISIONS PASS THROUGH THESE FOUR PHASES;
- THAT D1 NECESSARILY REPRESENTS MAXIMUM UNCERTAINTY;
- THAT D3 NECESSARILY NARROWS AN OUTCOME SPACE;
- THAT D4 NECESSARILY ESTABLISHES SHARED REALITY.
IF THESE CONDITIONS ARE PART OF A SPECIFIC METHOD, THEY MUST BE
DEFINED AS METHOD CONDITIONS, NOT UNIVERSAL FACTS.
6.6 INFORMATION / TEACHING METHOD
WHERE A WORLD USES THE 30–20–10 INFORMATION / TEACHING METHOD, THAT
METHOD IS A DECLARED GOMI INFORMATION-SEQUENCING PROTOCOL.
ITS TIMING, INFORMATION REVEAL, RESPONSE OPPORTUNITIES, OUTCOME /
ANSWER RESOLUTION, AND ANY SUBSEQUENT TEACHING / LEARNING EXPOSURE
MUST BE VERSIONED AND RECORDED AS APPLICABLE.
THE DIRECT OBSERVATIONS ARE THE RECORDED:
- STIMULUS / CONTENT VERSION;
- INFORMATION STATE;
- RESPONSE / ACTION;
- RESPONSE TIME;
- CORRECT / INCORRECT OR OTHER RESOLUTION STATE WHERE DEFINED;
- RETURN / FEEDBACK;
- AND SUBSEQUENT PERFORMANCE RECORDS WHERE COLLECTED.
EXPOSURE TO INFORMATION OR A CHANGE IN PERFORMANCE DOES NOT, BY
ITSELF, ESTABLISH “LEARNING.”
6.7 DIRECT-METHOD WORLDS / ACTIVITIES
A DIRECT-METHOD WORLD OR ACTIVITY NEED NOT BE FORCED INTO AN
ARTIFICIAL FOUR-PHASE STRUCTURE.
THE ACTIVE METHOD MUST PREDECLARE / VERSION, AS MATERIAL:
- RULES;
- AVAILABLE ACTIONS;
- INFORMATION CONDITIONS;
- TIMING / ORDER;
- RANDOM / EXOGENOUS EVENTS;
- SCORING / OUTCOME RULES;
- COMPARISON CONDITIONS.
THE RECORDED TRACE THEN USES THE SAME FORMAL CHASSIS DEFINED IN §5.
6.8 OUTCOME
THE RESOLVED OUTCOME IS:
y = Omega(tau)
OR, FOR A PHASE-INDEXED METHOD:
y = Omega(s^(K_W+1))
THE EARLIER SYMBOL R IS NOT USED FOR BOTH RETURN SIGNALS AND OUTCOMES.
A REALIZED OUTCOME IS AN OBSERVED / SYSTEM-RECORDED RESULT UNDER THE
DECLARED CONDITIONS.
IT DOES NOT, BY ITSELF, ESTABLISH THE QUALITY OF A PRIOR DECISION.
6.9 PERFORMANCE / RANKING
DEFINE A PREDECLARED WORLD-SPECIFIC PERFORMANCE FUNCTION:
Perf_p := Psi_W(tau_p)
WHERE:
tau_p
= THE RELEVANT RECORDED TRACE FOR PARTICIPANT p;
Psi_W
= THE PREDECLARED PERFORMANCE / RANKING RULE.
WHEN THE RELEVANT RULES AND CONDITIONS ARE DEFINED.
6.10 SKILL / DECISION-QUALITY INFERENCE
IF GOMI ESTIMATES A LATENT SKILL PARAMETER theta_p:
hat(theta_p) = M_W(D_p; assumptions, parameters)
THE MODEL MUST IDENTIFY:
- RELEVANT DATA;
- MODEL / BENCHMARK;
- ASSUMPTIONS;
- PARAMETERS;
- UNCERTAINTY;
- MATERIAL CHANCE / OPPONENT / POSITION / TASK CONDITIONS;
- AND VALIDITY LIMITS.
THEREFORE:
SCORE / RANK != SKILL AUTOMATICALLY.
SKILL != DECISION QUALITY AUTOMATICALLY.
DECISION QUALITY REQUIRES A DECLARED EX ANTE BENCHMARK / UTILITY /
STRATEGIC STANDARD IF THAT CONSTRUCT IS CLAIMED.
A BAD STOCHASTIC OUTCOME DOES NOT PROVE THAT THE PRIOR DECISION WAS
BAD.
6.11 COMPARABILITY / CONTEST VALIDITY
SAME RULES, INFORMATION, AND DECLARED METHOD ARE IMPORTANT COMPARISON
CONDITIONS.
THEY ARE NOT, BY THEMSELVES, SUFFICIENT FOR EVERY SCIENTIFIC QUESTION.
MATERIAL COMPARABILITY CONDITIONS MAY INCLUDE:
- WORLD / PARTICIPATION ENVIRONMENT;
- RULE VERSION;
- INFORMATION STATE;
- DECISION OPPORTUNITY;
- TIMING;
- POSITION / ORDER;
- OPPONENT / POPULATION CONTEXT;
- RANDOM / EXOGENOUS EVENTS;
- TASK DIFFICULTY;
- CONTENT / INPUT VERSION;
- DEVICE / LATENCY WHERE MATERIAL;
- HUMAN / AI TOOL PERMISSIONS;
- AI MODEL / VERSION / INSTANCE;
- MIRROR / COMPETITION CONTEXT.
COMPARABILITY MUST BE DEFINED WITH RESPECT TO THE QUESTION BEING
ASKED.
“SAME WORLD” DOES NOT, BY ITSELF, MAKE ALL OBSERVATIONS EXCHANGEABLE.
6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE
REPEATED DECISION RECORDS MAY SUPPORT:
- DESCRIPTIVE PERFORMANCE ANALYSIS;
- LONGITUDINAL COMPARISON;
- MODEL-BASED SKILL ESTIMATION;
- PATTERN ANALYSIS;
- LEARNING / ADAPTATION RESEARCH;
- OTHER PREDECLARED SCIENTIFIC QUESTIONS.
REPETITION DOES NOT, BY ITSELF, ESTABLISH:
- TRUTH;
- CAUSATION;
- INDEPENDENCE;
- CONSTRUCT VALIDITY;
- STATIONARITY;
- OR STATISTICAL SIGNIFICANCE.
THE ANALYSIS METHOD, ASSUMPTIONS, UNCERTAINTY, AND VALIDITY EVIDENCE
MUST MATCH THE CLAIM.
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R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED
RESEARCH DOOR <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> READ AGAINST DECISION METHODS <> ACTIONS <> COMPARABILITY <> OUTCOMES.
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CURATED RESEARCH CORRESPONDENCE
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STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
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CORRESPONDENCE <> R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R06-05 <> 6.5 FOUR-PHASE METHOD — RETAINED ONLY WHERE DECLARED <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
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CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
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STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-06 <> 6.6 INFORMATION / TEACHING METHOD <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> 6.7 DIRECT-METHOD WORLDS / ACTIVITIES <> READ AGAINST DECISION METHODS <> ACTIONS <> COMPARABILITY <> OUTCOMES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-07 <> 6.7 DIRECT-METHOD WORLDS / ACTIVITIES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> 6.8 OUTCOME <> READ AGAINST DECISION METHODS <> ACTIONS <> COMPARABILITY <> OUTCOMES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R06-08 <> 6.8 OUTCOME <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> 6.9 PERFORMANCE / RANKING <> READ AGAINST DECISION METHODS <> ACTIONS <> COMPARABILITY <> OUTCOMES.
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RICHARD BELLMAN — MARKOVIAN DECISION PROCESS
STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-09 <> 6.9 PERFORMANCE / RANKING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
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STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-10 <> 6.10 SKILL / DECISION-QUALITY INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
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LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R06-11 <> 6.11 COMPARABILITY / CONTEST VALIDITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
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STATE <> ACTION <> TRANSITION <> TIME
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R06-12 <> 6.12 REPEATED OBSERVATION / SCIENTIFIC INFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
THE WORD “INVARIANT” IS RESERVED HERE FOR A PROPOSITION THAT IS:
A. FIXED BY GOMI SYSTEM DESIGN / GOVERNANCE;
B. FORMALLY TRUE UNDER EXPLICITLY STATED ASSUMPTIONS;
C. OR A PACKAGE-WIDE VALIDITY RULE.
A TESTABLE SCIENTIFIC HYPOTHESIS IS NOT AN INVARIANT FACT MERELY
BECAUSE IT APPEARS IN THE INVARIANT PACKAGE.
7.1 DESIGN / VALIDITY INVARIANTS
THE FOLLOWING ARE GOMI DESIGN / VALIDITY INVARIANTS:
1. DEFINED CONDITIONS
MATERIAL RULES / CONDITIONS USED FOR A RECORDED EVENT ARE
IDENTIFIED / VERSIONED.
2. ACTION SEPARATION
AVAILABLE ACTION SET != RECORDED CHOSEN ACTION.
3. EVENT PRESERVATION
THE PRIMARY RECORDED EVENT IS PRESERVED WITH ITS CONDITIONS.
4. TEMPORAL ORDER
EVENT ORDER / TIMESTAMPS ARE PRESERVED WHERE MATERIAL.
5. TRANSITION TRACEABILITY
MATERIAL STATE TRANSITIONS AND EXOGENOUS / RANDOM INPUTS REQUIRED
TO INTERPRET THE EVENT ARE RECORDED OR TRACEABLY REFERENCED.
6. OUTCOME RULE
AN OUTCOME IS RESOLVED UNDER A DECLARED RULE / CRITERION.
7. NON-CONFLATION
A RECORD MAY NOT BE PROMOTED INTO A DIFFERENT SEMANTIC,
EVIDENTIARY, OR AUTHORITY CLASS WITHOUT THE REQUIRED RULE,
VERIFICATION EVENT, MEASUREMENT / INFERENCE METHOD, EVIDENCE,
AND PROVENANCE.
8. PROVENANCE
MATERIAL DERIVED ANALYSIS / REPRESENTATION RETAINS A RETURN PATH
TO ITS SOURCE RECORD.
10. VALIDATION SPECIFICITY
“VALIDATED” MUST IDENTIFY WHAT WAS VALIDATED, AGAINST WHAT,
BY WHAT METHOD, WITH WHAT EVIDENCE, UNDER WHAT CONDITIONS,
WITH WHAT RESULT, AND WITH WHAT LIMITATIONS.
BE A DECLARED TRANSFORMATION / TRANSMISSION / REPRESENTATION METHOD.
LET:
q_rep := Rep_r(q_src)
BE THE RESULTING REPRESENTATION.
TECHNICAL FIDELITY MAY BE ASSESSED USING A PREDECLARED CRITERION
APPROPRIATE TO THE MEDIUM / ENCODING.
SEMANTIC EQUIVALENCE MAY BE CLAIMED ONLY WITHIN AN EXPLICITLY DEFINED
SCOPE AND REQUIRES:
- A SOURCE / TARGET ONTOLOGY OR CODEBOOK WHERE APPLICABLE;
- THE TRANSFORMATION / DECODER;
- THE EQUIVALENCE CRITERION;
- AND VALIDATION EVIDENCE APPROPRIATE TO THE CLAIM.
LOW NOISE DOES NOT, BY ITSELF, PROVE SEMANTIC EQUIVALENCE.
LOW AMBIGUITY DOES NOT, BY ITSELF, PROVE UNIVERSAL MEANING.
TRANSLATION / SUMMARY / REFORMATTING DOES NOT AUTOMATICALLY PRESERVE
MEANING.
REPRESENTATION != SOURCE AUTHORITY.
7.3 CONDITIONAL FORMAL CONSEQUENCES
A FORMAL CONSEQUENCE MAY BE STATED ONLY WITH ITS ASSUMPTIONS.
EXAMPLES:
A. STATE TRANSITION
IF F IS THE DECLARED TRANSITION FUNCTION AND ITS COMPLETE REQUIRED
INPUTS ARE GIVEN, THEN:
s_(t+1) = F(s_t, a_t, xi_t)
IS THE DEFINED NEXT STATE.
B. OUTCOME RESOLUTION
IF Omega IS DETERMINISTIC AND tau CONTAINS THE COMPLETE REQUIRED
RESOLUTION INPUT, THEN:
y = Omega(tau)
IS DETERMINISTIC CONDITIONAL ON tau.
THIS DOES NOT IMPLY THAT y WAS PREDICTABLE BEFORE UNREALIZED RANDOM
INPUTS OCCURRED.
C. AGREEMENT
IF z_i, z_j, d, AND epsilon ARE PREDECLARED:
Agree = 1{d(z_i,z_j) <= epsilon}
IS A DETERMINISTIC AGREEMENT CLASSIFICATION UNDER THAT CRITERION.
IT DOES NOT PROVE OBJECTIVE TRUTH.
D. PERFORMANCE
IF Psi_W IS THE PREDECLARED PERFORMANCE RULE:
Perf_p = Psi_W(tau_p)
IS THE DERIVED PERFORMANCE RESULT.
IT DOES NOT AUTOMATICALLY ESTABLISH SKILL OR DECISION QUALITY.
7.4 REALITY / OBSERVATION / CONSENSUS BOUNDARY
A RECORDED EVENT ESTABLISHES THAT THE EVENT WAS RECORDED UNDER THE
DEFINED SYSTEM CONDITIONS.
A REPEATED PATTERN ESTABLISHES THAT A PATTERN RECURRED UNDER THE
DEFINED CONDITIONS.
MULTIPLE AGENTS MAY ESTABLISH A RECORDED AGREEMENT / CONSENSUS EVENT.
NONE OF THESE, BY THEMSELVES, ESTABLISH:
- OBJECTIVE TRUTH;
- UNIVERSAL REALITY;
- UNIVERSAL CAUSATION;
- OR COMPLETE MEANING.
“REALITY RESOLUTION” MAY REMAIN IN GOMI AS:
- AN OPERATIONAL DEFINITION;
- A LATENT / THEORETICAL MODEL;
- A SCIENTIFIC HYPOTHESIS;
- OR INTERPRETIVE / PUBLIC NARRATIVE.
ITS CLASS MUST BE EXPLICIT WHERE USED.
7.5 CHOICE / DECISION FOUNDATIONS
WITHIN A GOMI WORLD / METHOD, THE ACTION SPACE MUST BE DEFINED IN A
FORM SUFFICIENT TO RECORD AND VALIDATE PARTICIPATION.
IT MAY BE:
- FINITE;
- ENUMERATED;
- BOUNDED;
- PARAMETERIZED;
- OR OTHERWISE OPERATIONALLY DEFINED.
THE PACKAGE DOES NOT CLAIM THAT ALL CHOICE IN NATURE REQUIRES A
FINITE OPTION SET.
A RECORDED HISTORICAL DECISION EVENT MAY BE IMMUTABLE AS A RECORD.
THAT DOES NOT MEAN ALL EFFECTS OF A DECISION ARE IRREVERSIBLE.
A DECISION DOES NOT NECESSARILY “COLLAPSE” A PRIOR PROBABILITY
DISTRIBUTION.
A REALIZED OUTCOME MAY BECOME AN OBSERVED EVENT WHILE UNCERTAINTY
ABOUT UNOBSERVED VARIABLES, MODELS, OR FUTURE EVENTS REMAINS.
7.6 PROBABILITY / STATISTICS
WHERE AN OUTCOME IS MODELED AS RANDOM, LET ITS DISTRIBUTION BE
DEFINED CONDITIONAL ON THE RELEVANT DECLARED CONDITIONS.
A SINGLE REALIZED OUTCOME IS AN OBSERVATION.
VARIANCE IS A PROPERTY OF A RANDOM VARIABLE / DISTRIBUTION OR A
SAMPLE-BASED ESTIMATOR.
IT IS NOT A PROPERTY “INHERENT IN” ONE REALIZED OBSERVATION.
STATISTICAL SIGNIFICANCE IS NOT AN INVARIANT CONSEQUENCE OF
“SUFFICIENT SAMPLE SIZE.”
VALID INFERENCE MAY REQUIRE, AS APPLICABLE:
- PREDECLARED QUESTION / ANALYSIS PLAN;
- EFFECT SIZE;
- VARIABILITY;
- SAMPLE SIZE;
- DEPENDENCE STRUCTURE;
- MODEL ASSUMPTIONS;
- UNCERTAINTY / INTERVALS;
- MULTIPLE-COMPARISON CONTROL;
- MODEL CHECKS;
- AND DOMAIN-APPROPRIATE INTERPRETATION.
STATISTICAL SIGNIFICANCE != TRUTH.
7.7 TEMPORAL ORDER / CAUSALITY
GOMI PRESERVES TEMPORAL ORDER WHERE MATERIAL.
A RECORDED CAUSE-CANDIDATE EVENT MAY PRECEDE A RECORDED EFFECT
CANDIDATE EVENT.
TEMPORAL PRECEDENCE IS NECESSARY FOR MANY CAUSAL CLAIMS BUT IS NOT,
BY ITSELF, CAUSAL IDENTIFICATION.
CAUSAL CLAIMS REQUIRE AN APPROPRIATE DESIGN / MODEL AND IDENTIFIED
ASSUMPTIONS.
TEMPORAL ORDER != CAUSAL IDENTIFICATION.
7.8 LEARNING / ADAPTATION / STRATEGY
GOMI MAY DIRECTLY MEASURE A PREDECLARED PERFORMANCE VARIABLE m_t.
LONGITUDINAL CHANGE MAY BE REPRESENTED AS:
Delta_m(t1,t2) := m_(t2) - m_(t1)
OR BY ANOTHER DECLARED LONGITUDINAL MODEL.
THIS ESTABLISHES CHANGE IN THE MEASURED VARIABLE.
TO CALL THE CHANGE “LEARNING” REQUIRES:
- AN OPERATIONAL LEARNING CONSTRUCT;
- IDENTIFIED EXPOSURE / EXPERIENCE;
- OUTCOME MEASURE;
- COMPARISON / LONGITUDINAL DESIGN;
- RELEVANT ALTERNATIVE EXPLANATIONS;
- AND VALIDITY EVIDENCE.
ADAPTATION MAY BE DEFINED OPERATIONALLY WITHOUT ASSERTING THAT A
PARTICULAR HUMAN-LIKE MEMORY MECHANISM IS UNIVERSALLY REQUIRED.
EXACT OPTIMAL STRATEGIES MAY EXIST IN SOME FORMALLY DEFINED GAMES /
DECISION PROBLEMS.
THEREFORE:
“OPTIMAL STRATEGIES ARE ASYMPTOTIC, NOT ABSOLUTE”
IS RETIRED AS A UNIVERSAL INVARIANT.
7.9 SIGNAL COUNT / PATTERN STABILITY
FOR A WINDOW W:
N(W)
= NUMBER OF QUALIFYING RECORDED EVENTS.
IF |W| > 0:
lambda(W) := N(W) / |W|
IS THE EVENT RATE.
EVENT COUNT / RATE DOES NOT, BY ITSELF, ESTABLISH A STABLE BEHAVIORAL
PATTERN.
FOR A PREDECLARED FEATURE MAP:
z_t := phi(event_t)
AND EMPIRICAL DISTRIBUTION:
P_hat_n := (1/n) SUM_(t=1 to n) delta_(z_t)
LET:
D_P(P_1,P_2)
BE A PREDECLARED DISTRIBUTIONAL DISTANCE / DIVERGENCE.
DEFINE:
Stability(n,m) := D_P(P_hat_n, P_hat_m)
AN OPERATIONAL “STABLE PATTERN” STATUS MAY BE DECLARED ONLY UNDER A
PREDECLARED CRITERION, SUCH AS:
Stability(n_j,n_(j-1)) <= epsilon_P
FOR A DEFINED NUMBER OF CONSECUTIVE COMPARISONS.
THIS DOES NOT AUTOMATICALLY ESTABLISH:
- STATIONARITY;
- CONVERGENCE;
- CAUSATION;
- FUTURE PERSISTENCE;
- SIGNAL-TO-NOISE SEPARATION;
- OR A LATENT PSYCHOLOGICAL CONSTRUCT.
7.10 MULTI-AGENT / HUMAN-AI FOUNDATIONS
MULTIPLE AGENTS MAY ACT WITHIN A DEFINED GOMI ENVIRONMENT.
THEIR ACTIONS MAY AFFECT SHARED SYSTEM STATES / OUTCOMES WHERE THE
WORLD RULES SO PROVIDE.
AGREEMENT AND DIVERGENCE MAY BOTH BE RECORDED UNDER PREDECLARED
CRITERIA.
MORE AGENTS / MORE EVENTS MAY INCREASE DATA VOLUME.
MORE DATA VOLUME DOES NOT, BY ITSELF, GUARANTEE:
- INDEPENDENT INFORMATION;
- HIGHER SIGNAL-TO-NOISE RATIO;
- CONSTRUCT VALIDITY;
- OR BETTER CAUSAL IDENTIFICATION.
HUMAN / AI OR AI / AI COMPARISONS ARE SCIENTIFICALLY COMPARABLE ONLY
WITH RESPECT TO A DECLARED QUESTION AND DOCUMENTED / MODELED MATERIAL
CONDITIONS.
OPERATIONAL GOMI AI IS NOT THE SAME ONTOLOGICAL RECORD AS A
COMPETITIVE AI INSTANCE.
THE DETAILED AI / ENTITY ONTOLOGY IS A LATER DEPENDENCY AND MUST
PRESERVE THAT SEPARATION.
7.11 GOVERNANCE / TRUTH / CLAIM BOUNDARIES
GOMI'S GOVERNANCE / VALIDITY COMMITMENTS INCLUDE:
- NO KNOWINGLY FALSE SYSTEM CLAIMS;
- NO DECEPTIVE FRAMING;
- EXPLICIT MATERIAL BOUNDARIES;
- CLAIMS LIMITED TO THEIR EVIDENCE / STATEMENT CLASS;
- INTERPRETATION NOT PRESENTED AS DIRECT OBSERVATION;
- SOURCE / REPRESENTATION PROVENANCE;
- VERIFICATION STATES KEPT DISTINCT FROM DECLARATIONS;
- UNCERTAINTY / LIMITATIONS DISCLOSED WHERE MATERIAL.
STEWARDSHIP MAY OVERSEE / AUDIT APPLICABLE COMPLIANCE WITH DECLARED
GOVERNANCE, SCIENTIFIC, METHODOLOGICAL, ETHICAL, DATA, TECHNOLOGY,
AND CONTINUITY BOUNDARIES.
STEWARDSHIP DOES NOT, BY THAT ROLE ALONE:
- CONTROL PARTICIPANT OUTCOMES;
- CONTROL GOMI OPERATIONS;
- CREATE SCIENTIFIC TRUTH;
- CREATE SPONSORSHIP;
- OR BECOME AUTOMATIC AUTHOR / OWNER OF SCIENTIFIC RESULTS.
THE DETAILED STEWARDSHIP ONTOLOGY REMAINS A LATER DEPENDENCY.
7.12 REPRESENTATION / TRANSLATION / EXPLANATION
THE UNDERLYING SOURCE PROPOSITION AND A DERIVED REPRESENTATION ARE
DISTINCT RECORDS.
A REPRESENTATION MAY:
- PRESERVE;
- OMIT;
- COMPRESS;
- REPHRASE;
- DISTORT;
- OR ADD INTERPRETIVE CONTENT.
“STRUCTURE PRECEDES EXPLANATION” AND “MATH PRECEDES NARRATIVE” MAY BE
RETAINED AS GOMI METHODOLOGICAL DISCIPLINES.
THEY ARE NOT UNIVERSAL SCIENTIFIC THEOREMS.
FOR DETERMINISTIC MACHINE EXECUTION OF A FORMALLY DEFINED RULE,
HUMAN UNDERSTANDING OF THE RULE IS NOT REQUIRED FOR THE MACHINE TO
EXECUTE IT CORRECTLY.
THAT LIMITED PROPOSITION DOES NOT MEAN HUMAN UNDERSTANDING IS
IRRELEVANT TO:
- SEMANTIC INTERPRETATION;
- INFORMED CONSENT;
- SCIENTIFIC VALIDITY;
- PUBLIC COMMUNICATION;
- OR GOVERNANCE.
7.13 SCIENTIFIC HYPOTHESES RETAINED FOR TESTING
THE FOLLOWING MAY REMAIN AS SCIENTIFIC RESEARCH PROGRAMS / HYPOTHESES
WHEN OPERATIONALLY DEFINED:
- WHETHER PARTICULAR REALITY-RESOLUTION MODELS PREDICT OBSERVED
REPORT / ACTION PATTERNS;
- WHETHER REPEATED GOMI EXPERIENCE PRODUCES VALIDLY MEASURABLE
LEARNING UNDER A DEFINED CONSTRUCT;
- WHETHER PARTICULAR PERFORMANCE MODELS VALIDLY ESTIMATE SKILL;
- WHETHER PARTICULAR BEHAVIORAL PATTERNS STABILIZE UNDER PREDECLARED
CRITERIA;
- WHETHER PARTICULAR SOCIAL / MULTI-AGENT CONDITIONS ALTER EVENT
STRUCTURE, DEPENDENCE, OR INFORMATION CONTENT;
- WHETHER HUMAN / AI PERFORMANCE IS COMPARABLE UNDER SPECIFIED
COMMENSURATE TASK CONDITIONS.
HYPOTHESIS != RESULT.
7.14 EXPLICIT RETIREMENT OF EARLIER UNIVERSAL CLAIMS
THE FOLLOWING EARLIER CLAUSES SHALL NOT CONTINUE AS UNIVERSAL
MATHEMATICAL / SCIENTIFIC INVARIANTS:
1. REALITY IS ESTABLISHED AT OBSERVER PERCEPTUAL RESOLUTION.
2. SHARED REALITY IS CREATED BY AGREEMENT.
3. PERCEPTION NECESSARILY RESOLVES AFTER CHOICE.
4. ALL CHOICE REQUIRES A FINITE OPTION SET.
5. ALL DECISIONS ARE IRREVERSIBLE ONCE RESOLVED.
6. EACH DECISION COLLAPSES A PRIOR PROBABILITY DISTRIBUTION.
7. OUTCOME RESOLUTION UNIVERSALLY COLLAPSES PROBABILITY INTO FACT.
8. VARIANCE IS INHERENT IN A SINGLE OUTCOME.
9. STATISTICAL SIGNIFICANCE FOLLOWS FROM SUFFICIENT SAMPLE SIZE.
10. SIGNAL AND NOISE WILL NECESSARILY SEPARATE OVER TIME.
11. LEARNING IS PROVED BY DECISION-PATTERN CHANGE.
12. ADAPTATION UNIVERSALLY REQUIRES MEMORY OF PRIOR OUTCOMES.
13. OPTIMAL STRATEGIES ARE ASYMPTOTIC AND NEVER ABSOLUTE.
14. SOCIAL ENVIRONMENTS NECESSARILY AMPLIFY SCIENTIFIC SIGNAL.
15. HUMAN / AI OBSERVATIONS ARE AUTOMATICALLY COMPARABLE.
16. NO AMBIGUITY + NO NOISE AUTOMATICALLY PRODUCES SEMANTIC
INVARIANCE.
17. TRANSLATION AUTOMATICALLY PRESERVES MEANING.
18. UNDERSTANDING IS GENERALLY UNNECESSARY FOR VALIDITY.
WHERE A CONCEPTUAL FORM OF ONE OF THESE PROPOSITIONS IS RETAINED,
IT MUST APPEAR AS:
- A GOMI-SCOPED DESIGN RULE;
- A FORMAL CONSEQUENCE UNDER STATED ASSUMPTIONS;
- A TESTABLE HYPOTHESIS;
- OR INTERPRETIVE / PUBLIC NARRATIVE.
7.15 SECTION CLOSURE
THE MATHEMATICAL / SCIENTIFIC FOUNDATION OF GOMI IS THEREFORE:
DEFINE THE CONDITIONS.
DEFINE THE OBJECTS.
RECORD THE EVENT.
RECORD THE TIME.
PRESERVE THE SEQUENCE.
PRESERVE THE PROVENANCE.
SEPARATE OBSERVATION FROM INFERENCE.
SEPARATE DECLARATION FROM VERIFICATION.
SEPARATE AGREEMENT FROM TRUTH.
SEPARATE PERFORMANCE FROM SKILL.
SEPARATE REPRESENTATION FROM SOURCE AUTHORITY.
STATE THE ASSUMPTIONS.
MAKE THE HYPOTHESIS TESTABLE.
LET THE EVIDENCE DETERMINE WHAT FOLLOWS.
CHAPTER 07 <> RESEARCH <> CORRESPONDENCE INDEX
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
RESEARCH DOOR <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R07-01 <> MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R07-02 <> MEASUREMENT SCIENCE <> UNCERTAINTY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R07-03 <> REPEATABILITY <> REPRODUCIBILITY <> REPLICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R07-04 <> ARCHITECTURAL EXTENSIBILITY <> CORE PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-05 <> ECONOMIC SUSTAINABILITY <> INCENTIVE CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SEMANTIC INVARIANCE <> REPRESENTATION FIDELITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-06 <> SEMANTIC INVARIANCE <> REPRESENTATION FIDELITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CONSTRUCT VALIDITY <> OPERATIONALIZATION <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-07 <> CONSTRUCT VALIDITY <> OPERATIONALIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> LONGITUDINAL MEASUREMENT INVARIANCE <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-08 <> LONGITUDINAL MEASUREMENT INVARIANCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MEASUREMENT ERROR <> DRIFT <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-09 <> MEASUREMENT ERROR <> DRIFT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM
RESEARCH DOOR <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R07-10 <> ANALYTICAL ROBUSTNESS <> RESEARCHER DEGREES OF FREEDOM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MODEL DEPENDENCE <> UNDERDETERMINATION <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-11 <> MODEL DEPENDENCE <> UNDERDETERMINATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> GENERALIZABILITY <> TRANSPORTABILITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-12 <> GENERALIZABILITY <> TRANSPORTABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOSEPH P. SIMMONS <> LEIF D. NELSON <> URI SIMONSOHN — FALSE-POSITIVE PSYCHOLOGY
ANALYTICAL FLEXIBILITY <> RESEARCHER DEGREES OF FREEDOM
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R07-13 <> PARTICIPATION SELECTION <> ATTRITION <> MISSINGNESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PROVENANCE <> DERIVATION TRACEABILITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R07-14 <> PROVENANCE <> DERIVATION TRACEABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SEMANTIC INTEROPERABILITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
CHRISTOPHE DEBRUYNE <> TRUNG-KIEN TRAN <> ROBERT MEERSMAN — GROUNDING ONTOLOGIES WITH SOCIAL PROCESSES AND NATURAL LANGUAGE
RESEARCH DOOR <> ONTOLOGY ALIGNMENT <> SEMANTIC MAPPING <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
CHRISTOPHE DEBRUYNE <> TRUNG-KIEN TRAN <> ROBERT MEERSMAN — GROUNDING ONTOLOGIES WITH SOCIAL PROCESSES AND NATURAL LANGUAGE
RESEARCH DOOR <> HUMAN <> AI COMMON GROUND <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
CHRISTOPHE DEBRUYNE <> TRUNG-KIEN TRAN <> ROBERT MEERSMAN — GROUNDING ONTOLOGIES WITH SOCIAL PROCESSES AND NATURAL LANGUAGE
RESEARCH DOOR <> GROUNDING FAILURE <> PRESUMED UNDERSTANDING <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
CHRISTOPHE DEBRUYNE <> TRUNG-KIEN TRAN <> ROBERT MEERSMAN — GROUNDING ONTOLOGIES WITH SOCIAL PROCESSES AND NATURAL LANGUAGE
R07-19 <> REPRESENTATIONAL FIDELITY ACROSS MODALITIES
RESEARCH DOOR <> REPRESENTATIONAL FIDELITY ACROSS MODALITIES <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-19 <> REPRESENTATIONAL FIDELITY ACROSS MODALITIES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PARTICIPATION INCENTIVE RESPONSE <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R07-20 <> PARTICIPATION INCENTIVE RESPONSE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INCENTIVE CROWDING OUT <> CROWDING IN <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R07-21 <> INCENTIVE CROWDING OUT <> CROWDING IN <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PARTICIPATION INITIATION <> CONTINUITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-22 <> PARTICIPATION INITIATION <> CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INCENTIVE EFFECT HETEROGENEITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R07-23 <> INCENTIVE EFFECT HETEROGENEITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ECONOMIC GOVERNANCE <> PARTICIPATION EFFECT <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-24 <> ECONOMIC GOVERNANCE <> PARTICIPATION EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> FUNDING GATE <> ACTIVATION SURVIVABILITY <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-25 <> FUNDING GATE <> ACTIVATION SURVIVABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> READ AGAINST MEASUREMENT <> FORMAL CONSEQUENCES <> INFERENCE BOUNDARIES.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIANE L. PUTNICK <> MARC H. BORNSTEIN — MEASUREMENT INVARIANCE CONVENTIONS AND REPORTING
MEASUREMENT INVARIANCE <> CONSTRUCT COMPARABILITY
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
ROBERT J. VANDENBERG <> CHARLES E. LANCE — A REVIEW AND SYNTHESIS OF THE MEASUREMENT INVARIANCE LITERATURE
MEASUREMENT INVARIANCE <> CROSS-GROUP COMPARISON
CORRESPONDENCE <> R07-26 <> CAUSE-DIRECTED PARTICIPATION <> MOTIVATIONAL EFFECT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R07-27 <> SYSTEM SUSTAINABILITY <> FEEDBACK DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IMAGINATION <> CONSTRUCTIVE MENTAL SIMULATION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-01 <> IMAGINATION <> CONSTRUCTIVE MENTAL SIMULATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-02 <> PROSPECTION <> FUTURE-STATE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MEMORY <> IMAGINATIVE CONSTRUCTION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-03 <> MEMORY <> IMAGINATIVE CONSTRUCTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> COUNTERFACTUAL THINKING <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-04 <> COUNTERFACTUAL THINKING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-05 <> MENTAL IMAGERY <> ANTICIPATED CONSEQUENCES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MENTAL MODELS <> ENVIRONMENT REPRESENTATION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-06 <> MENTAL MODELS <> ENVIRONMENT REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-07 <> PRIOR BELIEF <> PRIOR INFORMATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-08 <> MOTIVATION <> CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> VALUE <> SUBJECTIVE VALUATION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-09 <> VALUE <> SUBJECTIVE VALUATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> GOALS <> INTENTIONS <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-10 <> GOALS <> INTENTIONS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> EXPECTANCY <> VALUE <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-11 <> EXPECTANCY <> VALUE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-12 <> EMOTION <> AFFECT <> CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CURIOSITY <> INFORMATION SEEKING <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-13 <> CURIOSITY <> INFORMATION SEEKING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> EXPLORATION <> EXPLOITATION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-14 <> EXPLORATION <> EXPLOITATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-005 <> JOHN NASH — NON-COOPERATIVE GAME EQUILIBRIAMULTI-PARTICIPANT STRATEGY SPACES <> EQUILIBRIUMOPEN SOURCE / PUBLICATION ↗
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-15 <> COMPETITIVE MOTIVATION <> STRATEGIC CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R08-16 <> IDENTITY <> SELF-CONCEPT <> CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PERSPECTIVE <> FRAMING <> CONTEXT <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R08-17 <> PERSPECTIVE <> FRAMING <> CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PERSPECTIVE-TAKING <> SOCIAL COGNITION <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-18 <> PERSPECTIVE-TAKING <> SOCIAL COGNITION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-19 <> SOCIAL EXPECTATION <> SOCIAL DECISION-MAKING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MORAL COGNITION <> MORAL JUDGMENT <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-20 <> MORAL COGNITION <> MORAL JUDGMENT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> RISK PERCEPTION <> ANTICIPATED OUTCOME <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-21 <> RISK PERCEPTION <> ANTICIPATED OUTCOME <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-22 <> UNCERTAINTY <> DECISION FORMATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-23 <> EXPECTATION FORMATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R08-24 <> PREDICTION <> ANTICIPATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R08-25 <> PREDICTIVE PROCESSING <> PRIORS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
THOMAS SUDDENDORF <> MICHAEL C. CORBALLIS — THE EVOLUTION OF FORESIGHT
PROSPECTION <> MENTAL TIME TRAVEL <> ANTICIPATION
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODING IN THE VISUAL CORTEX
PREDICTION <> FEEDBACK <> RESIDUAL ERROR
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R08-26 <> ATTENTION <> EXPECTATION <> INFORMATION PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-27 <> AGENCY <> CONTROL <> AVAILABLE ACTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-28 <> PLANNING <> SIMULATED ACTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R08-29 <> IMAGINATION <> INTERTEMPORAL CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-30 <> FEEDBACK <> EXPECTATION UPDATING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-31 <> EXPERIENCE <> PRIOR-STATE UPDATING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-32 <> REPEATED CHOICE <> EXPECTATION CHANGE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AUTOMATIC <> DELIBERATIVE PROCESSING <> READ AGAINST IMAGINATION <> EXPECTATION <> CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-33 <> AUTOMATIC <> DELIBERATIVE PROCESSING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL L. SCHACTER <> DONNA ROSE ADDIS <> RANDY L. BUCKNER — REMEMBERING THE PAST TO IMAGINE THE FUTURE
MEMORY <> PROSPECTION <> FUTURE SIMULATION
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
THOMAS SUDDENDORF <> MICHAEL C. CORBALLIS — THE EVOLUTION OF FORESIGHT
PROSPECTION <> MENTAL TIME TRAVEL <> ANTICIPATION
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R08-34 <> LONGITUDINAL CHANGE <> COGNITIVE-CHOICE DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DATA PROVENANCE <> SOURCE TRACEABILITY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-01 <> DATA PROVENANCE <> SOURCE TRACEABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DATA LINEAGE <> DERIVATION HISTORY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-02 <> DATA LINEAGE <> DERIVATION HISTORY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-03 <> TEMPORAL PROVENANCE <> EVENT ORDER <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R09-04 <> CONFIGURATION PROVENANCE <> CONDITION PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R09-05 <> TRANSFORMATION INTEGRITY <> SOURCE-RECORD PRESERVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> REPRESENTATION FIDELITY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-06 <> REPRESENTATION FIDELITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R09-07 <> SEMANTIC FIDELITY <> MEANING PRESERVATION
RESEARCH DOOR <> SEMANTIC FIDELITY <> MEANING PRESERVATION <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
CHRISTOPHE DEBRUYNE <> TRUNG-KIEN TRAN <> ROBERT MEERSMAN — GROUNDING ONTOLOGIES WITH SOCIAL PROCESSES AND NATURAL LANGUAGE
RESEARCH DOOR <> AGGREGATION <> INFORMATION LOSS <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-08 <> AGGREGATION <> INFORMATION LOSS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DERIVED DATA <> ANALYTICAL TRACEABILITY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-09 <> DERIVED DATA <> ANALYTICAL TRACEABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INFORMATION-FLOW CONTROL <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-10 <> INFORMATION-FLOW CONTROL <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ACCESS CONTROL <> AUTHORIZATION <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R09-11 <> ACCESS CONTROL <> AUTHORIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R09-12 <> ROLE / ATTRIBUTE-BASED INFORMATION ACCESS
RESEARCH DOOR <> ROLE / ATTRIBUTE-BASED INFORMATION ACCESS <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R09-12 <> ROLE / ATTRIBUTE-BASED INFORMATION ACCESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE
RESEARCH DOOR <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R09-13 <> DATA MINIMIZATION <> PURPOSE-LIMITED DISCLOSURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DE-IDENTIFICATION <> DISCLOSURE RISK <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-14 <> DE-IDENTIFICATION <> DISCLOSURE RISK <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> RE-IDENTIFICATION RISK <> QUASI-IDENTIFIERS <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-15 <> RE-IDENTIFICATION RISK <> QUASI-IDENTIFIERS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE
RESEARCH DOOR <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R09-16 <> STATISTICAL DISCLOSURE CONTROL <> AGGREGATE RELEASE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AUDITABILITY <> COMPLIANCE TRACEABILITY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-17 <> AUDITABILITY <> COMPLIANCE TRACEABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY
RESEARCH DOOR <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> READ AGAINST SIGNAL REPRESENTATION <> PROVENANCE <> AUTHORIZED ROUTING.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
W3C PROVENANCE WORKING GROUP — PROV-DM: THE PROV DATA MODEL
PROVENANCE <> DERIVATION <> ENTITY <> ACTIVITY <> TIME
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R09-18 <> VISUALIZATION <> NARRATIVE <> COMMUNICATION INTEGRITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-01 <> NETWORK SCIENCE <> SOCIAL NETWORK STRUCTURE
RESEARCH DOOR <> NETWORK SCIENCE <> SOCIAL NETWORK STRUCTURE <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-01 <> NETWORK SCIENCE <> SOCIAL NETWORK STRUCTURE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INFORMATION DIFFUSION <> PROPAGATION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-02 <> INFORMATION DIFFUSION <> PROPAGATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-03 <> INFORMATION CASCADES <> CONTAGION DYNAMICS
RESEARCH DOOR <> INFORMATION CASCADES <> CONTAGION DYNAMICS <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-03 <> INFORMATION CASCADES <> CONTAGION DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-04 <> COMMUNITY FORMATION <> NETWORK CLUSTERING
RESEARCH DOOR <> COMMUNITY FORMATION <> NETWORK CLUSTERING <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-04 <> COMMUNITY FORMATION <> NETWORK CLUSTERING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> NETWORK EFFECTS <> PARTICIPATION DYNAMICS <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-05 <> NETWORK EFFECTS <> PARTICIPATION DYNAMICS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-06 <> SOCIAL INFLUENCE <> OBSERVATIONAL EFFECTS
RESEARCH DOOR <> SOCIAL INFLUENCE <> OBSERVATIONAL EFFECTS <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-06 <> SOCIAL INFLUENCE <> OBSERVATIONAL EFFECTS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R10-07 <> SOCIAL LEARNING <> OBSERVATIONAL LEARNING <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-08 <> CULTURAL TRANSMISSION <> CULTURAL EVOLUTION
RESEARCH DOOR <> CULTURAL TRANSMISSION <> CULTURAL EVOLUTION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-08 <> CULTURAL TRANSMISSION <> CULTURAL EVOLUTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DIFFUSION CHAINS <> TRANSMISSION CHAINS <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-09 <> DIFFUSION CHAINS <> TRANSMISSION CHAINS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R10-10 <> SOCIAL STRUCTURE <> SOCIAL LEARNING FEEDBACK <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ATTENTION <> SALIENCE <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-11 <> ATTENTION <> SALIENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-12 <> HIGHLIGHT SELECTION <> INFORMATION SELECTION
RESEARCH DOOR <> HIGHLIGHT SELECTION <> INFORMATION SELECTION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-12 <> HIGHLIGHT SELECTION <> INFORMATION SELECTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AGENDA-SETTING <> ISSUE / EVENT SALIENCE <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-13 <> AGENDA-SETTING <> ISSUE / EVENT SALIENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> FRAMING <> REPRESENTATIONAL EFFECTS <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-14 <> FRAMING <> REPRESENTATIONAL EFFECTS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-15 <> NARRATIVE CONSTRUCTION <> STORY FORMATION
RESEARCH DOOR <> NARRATIVE CONSTRUCTION <> STORY FORMATION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-15 <> NARRATIVE CONSTRUCTION <> STORY FORMATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-16 <> COMMUNICATION SCIENCE <> MESSAGE TRANSMISSION
RESEARCH DOOR <> COMMUNICATION SCIENCE <> MESSAGE TRANSMISSION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-16 <> COMMUNICATION SCIENCE <> MESSAGE TRANSMISSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MEDIA EFFECTS <> AUDIENCE RESPONSE <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-17 <> MEDIA EFFECTS <> AUDIENCE RESPONSE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-18 <> SCIENCE COMMUNICATION <> RESEARCH TRANSLATION
RESEARCH DOOR <> SCIENCE COMMUNICATION <> RESEARCH TRANSLATION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-18 <> SCIENCE COMMUNICATION <> RESEARCH TRANSLATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SPECTATORSHIP <> VIEWER MOTIVATION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R10-19 <> SPECTATORSHIP <> VIEWER MOTIVATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DAMON CENTOLA <> MICHAEL MACY — COMPLEX CONTAGIONS AND THE WEAKNESS OF LONG TIES
COMPLEX CONTAGION <> SOCIAL DIFFUSION <> NETWORK STRUCTURE
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CLAUDE E. SHANNON — A MATHEMATICAL THEORY OF COMMUNICATION
SIGNAL <> CHANNEL <> TRANSMISSION <> NOISE
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. MILLER — THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO
INFORMATION <> CAPACITY <> REPRESENTATION
CORRESPONDENCE <> R10-20 <> AUDIENCE ENGAGEMENT <> PARTICIPATION CONVERSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> FANSHIP <> IDENTIFICATION <> RIVALRY <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-21 <> FANSHIP <> IDENTIFICATION <> RIVALRY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> HUMAN <> AI INTERPRETATION COMPARISON <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R10-22 <> HUMAN <> AI INTERPRETATION COMPARISON <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R10-23 <> HUMAN <> AI TRUST <> RELIANCE <> COMMUNICATION
RESEARCH DOOR <> HUMAN <> AI TRUST <> RELIANCE <> COMMUNICATION <> READ AGAINST NETWORK OBSERVATION <> ANALYSIS <> INTERPRETATION <> COMMUNICATION.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-23 <> HUMAN <> AI TRUST <> RELIANCE <> COMMUNICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-008 <> RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODINGPREDICTION <> FEEDBACK <> RESIDUAL ERROROPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
WOLFRAM SCHULTZ <> PETER DAYAN <> P. READ MONTAGUE — A NEURAL SUBSTRATE OF PREDICTION AND REWARD
PREDICTION <> REWARD <> FEEDBACK <> LEARNING
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAJESH P. N. RAO <> DANA H. BALLARD — PREDICTIVE CODING IN THE VISUAL CORTEX
PREDICTION <> FEEDBACK <> RESIDUAL ERROR
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DUNCAN J. WATTS <> STEVEN H. STROGATZ — COLLECTIVE DYNAMICS OF SMALL-WORLD NETWORKS
NETWORK STRUCTURE <> DYNAMICS <> PROPAGATION
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DAMON CENTOLA <> MICHAEL MACY — COMPLEX CONTAGIONS AND THE WEAKNESS OF LONG TIES
COMPLEX CONTAGION <> SOCIAL DIFFUSION <> NETWORK STRUCTURE
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LEI GUO — THE APPLICATION OF SOCIAL NETWORK ANALYSIS IN AGENDA SETTING RESEARCH
AGENDA SETTING <> NETWORK ANALYSIS <> SALIENCE
CORRESPONDENCE <> R10-24 <> SIGNAL <> RESPONSE <> NEW-SIGNAL FEEDBACK LOOPS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
THE CAUSEBOARD IS AN INVARIANT SUBSYSTEM OF THE GOMI PLATFORM.
IT FUNCTIONS AS:
Mechanism Embedded Directly Into Participation
Global <> Local Allocation Map
Recording Choice <> Signaling <> Reflection
IT DOES NOT MODIFY:
Gameplay Rules
Decision Structures
Rankings
Performance Measurement
Outcome Resolution
IT RECORDS <> ALLOCATES:
Participant Cause Selection Where Applicable
Defined Cause-Directed Allocation
Longitudinal Choice Signals Associated With Applicable Participation Events
CORE FUNCTION:
THE CAUSEBOARD PROVIDES A DEFINED MECHANISM THROUGH WHICH PARTICIPANTS MAY EXPRESS VALUE ALONGSIDE COMPETITION WITHOUT ALTERING THE COMPETITIVE ENVIRONMENT.
ALLOCATION INVARIANT:
Applicable Causeboard Allocations Follow The Defined GOMI Allocation Rules
Allocation Is Executed From Defined Participation / Sponsor Structures <> Not By Altering Gameplay Outcomes
CAUSE SELECTION INVARIANT:
Cause Selection Is Voluntary Where Offered
Participant Cause Selection Does Not Alter Competitive Rules <> Rankings <> Performance Measurement
The System Records The Selection Under The Applicable Defined Conditions
CAUSEBOARD DIRECTORY:
The Directory Provides Structured Information About Participating Causes
Entries May Include Relevant Public Information <> Links <> Contacts <> Registration / Verification Status Where Defined
Directory Inclusion Does Not Constitute Moral <> Ideological <> Political Endorsement
VETTING BOUNDARY:
CAUSES MUST ACCURATELY DESCRIBE THEMSELVES.
Fraudulent <> Misrepresentative Entries Are Excluded
The Causeboard Records Choices
The Causeboard Does Not Determine Worthiness <> Merit <> Intent <> Belief
PRIVACY BOUNDARY:
The Causeboard Exists To Observe Choice <> Not Constrain It
Public Reporting Uses The Applicable Privacy <> Aggregate <> Identity Rules Defined By GOMI
SPONSOR ALIGNMENT:
SPONSORSHIP ENABLES A WORLD, WHICH ENABLES PARTICIPATION, WHICH ENABLES PARTICIPANTS TO SELECT A CAUSE.
SPONSORS DO NOT SELECT CAUSES ON BEHALF OF PARTICIPANTS.
TOP TEN / PARTICIPATION ALLOCATION:
Defined Participant / Top Ten Allocations Are Routed According To The Applicable Causeboard Rules
SPONSOR PRIZE WHEEL ALLOCATION:
Where The Sponsor Prize Wheel Applies <> Allocation Is 50 <> 50 Between The Participant And The Participant's Selected Cause Under The Defined Rules
INVARIANT SUMMARY:
THE CAUSEBOARD IS AN ALLOCATION <> REFLECTION SUBSYSTEM.
IT COMPLETES THE DECISION ENVIRONMENT BY PROVIDING A DEFINED MECHANISM THROUGH WHICH PARTICIPANTS MAY EXPRESS MEANING ALONGSIDE COMPETITION.
CHAPTER 11 <> RESEARCH <> CORRESPONDENCE INDEX
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-01 <> CAUSE SELECTION <> REVEALED CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-02 <> SOCIAL PREFERENCE <> PROSOCIAL CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ALTRUISM <> IMPURE ALTRUISM <> WARM GLOW <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-03 <> ALTRUISM <> IMPURE ALTRUISM <> WARM GLOW <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R11-04 <> CAUSE PREFERENCE <> BENEFICIARY PREFERENCE
RESEARCH DOOR <> CAUSE PREFERENCE <> BENEFICIARY PREFERENCE <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-04 <> CAUSE PREFERENCE <> BENEFICIARY PREFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-05 <> INFORMATION SEEKING <> CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY <> CAUSE SELECTION <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R11-06 <> IDENTITY <> CAUSE SELECTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SELF-EXPRESSION <> VALUE EXPRESSION <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R11-07 <> SELF-EXPRESSION <> VALUE EXPRESSION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-08 <> SOCIAL SIGNALING <> PUBLIC / PRIVATE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY <> CAUSE FIT <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R11-09 <> IDENTITY <> CAUSE FIT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-10 <> CHOICE ARCHITECTURE <> CAUSE SELECTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> DEFAULT EFFECTS <> AUTONOMY <> VOLUNTARINESS <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-11 <> DEFAULT EFFECTS <> AUTONOMY <> VOLUNTARINESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R11-12 <> INFORMATION PRESENTATION <> TRANSPARENCY
RESEARCH DOOR <> INFORMATION PRESENTATION <> TRANSPARENCY <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-12 <> INFORMATION PRESENTATION <> TRANSPARENCY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> INCENTIVE RESPONSE <> CAUSE-DIRECTED BEHAVIOR <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-13 <> INCENTIVE RESPONSE <> CAUSE-DIRECTED BEHAVIOR <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MOTIVATION CROWDING OUT <> CROWDING IN <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-14 <> MOTIVATION CROWDING OUT <> CROWDING IN <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MATCHING <> ALLOCATION STRUCTURES <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-15 <> MATCHING <> ALLOCATION STRUCTURES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R11-16 <> PARTICIPANT BENEFIT <> CAUSE BENEFIT TRADE-OFF
RESEARCH DOOR <> PARTICIPANT BENEFIT <> CAUSE BENEFIT TRADE-OFF <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-16 <> PARTICIPANT BENEFIT <> CAUSE BENEFIT TRADE-OFF <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SPONSORSHIP <> PARTICIPATION ENABLEMENT <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-17 <> SPONSORSHIP <> PARTICIPATION ENABLEMENT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SPONSOR <> CAUSE ASSOCIATION <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-18 <> SPONSOR <> CAUSE ASSOCIATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R11-19 <> SPONSOR SIGNALING <> PERCEIVED SINCERITY / CREDIBILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CAUSE VERIFICATION <> TRUST <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-20 <> CAUSE VERIFICATION <> TRUST <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> TRANSPARENCY <> DONOR / PARTICIPANT TRUST <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-21 <> TRANSPARENCY <> DONOR / PARTICIPANT TRUST <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ACCOUNTABILITY <> REPRESENTATIONAL ACCURACY <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-22 <> ACCOUNTABILITY <> REPRESENTATIONAL ACCURACY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> LONGITUDINAL CAUSE-PREFERENCE STABILITY <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-23 <> LONGITUDINAL CAUSE-PREFERENCE STABILITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT
RESEARCH DOOR <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN P. A. IOANNIDIS — WHY MOST PUBLISHED RESEARCH FINDINGS ARE FALSE
RESEARCH DESIGN <> BIAS <> INFERENCE <> REPLICATION
CORRESPONDENCE <> R11-24 <> CAUSE-PREFERENCE CHANGE <> LIFE / PARTICIPATION CONTEXT <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R11-25 <> CROSS-CULTURAL <> CROSS-POPULATION CAUSE CHOICE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION
RESEARCH DOOR <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> READ AGAINST CAUSE SELECTION <> ALLOCATION <> PARTICIPANT CHOICE.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
ESTABLISHED SOURCE CORRESPONDENCE
R-002 <> CLAUDE E. SHANNON — INFORMATION THEORYSIGNAL <> CHANNEL <> TRANSMISSION <> NOISEOPEN SOURCE / PUBLICATION ↗
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
DANIEL KAHNEMAN <> AMOS TVERSKY — PROSPECT THEORY: AN ANALYSIS OF DECISION UNDER RISK
RISK <> VALUE <> CHOICE <> OUTCOME
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
AMOS TVERSKY <> DANIEL KAHNEMAN — THE FRAMING OF DECISIONS AND THE PSYCHOLOGY OF CHOICE
CHOICE <> FRAMING <> UNCERTAINTY
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
N. CRAIG SMITH <> DANIEL G. GOLDSTEIN <> ERIC J. JOHNSON — CHOICE WITHOUT AWARENESS: ETHICAL AND POLICY IMPLICATIONS OF DEFAULTS
DEFAULTS <> CHOICE ARCHITECTURE <> AUTONOMY
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JIM A. C. EVERETT ET AL. — DOING GOOD BY DOING NOTHING? DEFAULT EFFECTS IN ALTRUISTIC CONTEXTS
DEFAULT <> SOCIAL NORM <> ALTRUISTIC CHOICE
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R11-26 <> HUMAN <> AI CAUSE SELECTION <> VALUE REPRESENTATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE
RESEARCH DOOR <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R12-01 <> DIGITAL IDENTITY <> PERSISTENT IDENTITY REFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY RESOLUTION <> RECORD LINKAGE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-02 <> IDENTITY RESOLUTION <> RECORD LINKAGE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R12-03 <> PRE-REGISTRATION <> POST-REGISTRATION CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> LONGITUDINAL IDENTITY <> TEMPORAL CONTINUITY <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-04 <> LONGITUDINAL IDENTITY <> TEMPORAL CONTINUITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SELF-DECLARATION <> SELF-DESCRIPTION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-05 <> SELF-DECLARATION <> SELF-DESCRIPTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY ATTRIBUTES <> ATTRIBUTE TAXONOMY <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-06 <> IDENTITY ATTRIBUTES <> ATTRIBUTE TAXONOMY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ATTRIBUTE VALIDATION <> VERIFICATION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LEE J. CRONBACH <> PAUL E. MEEHL — CONSTRUCT VALIDITY IN PSYCHOLOGICAL TESTS
CONSTRUCT <> OPERATIONALIZATION <> VALIDITY
CORRESPONDENCE <> R12-07 <> ATTRIBUTE VALIDATION <> VERIFICATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> CREDENTIAL <> QUALIFICATION <> CLAIM <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R12-08 <> CREDENTIAL <> QUALIFICATION <> CLAIM <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R12-09 <> AUTHORITY STATES <> PERMISSION STATES <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ROLE-BASED <> ATTRIBUTE-BASED ACCESS <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-10 <> ROLE-BASED <> ATTRIBUTE-BASED ACCESS <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AUTHENTICATION <> AUTHORIZATION <> IDENTITY <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-11 <> AUTHENTICATION <> AUTHORIZATION <> IDENTITY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SOCIAL IDENTITY <> SELF-CATEGORIZATION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-12 <> SOCIAL IDENTITY <> SELF-CATEGORIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> MULTIPLE IDENTITY <> IDENTITY INTEGRATION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-13 <> MULTIPLE IDENTITY <> IDENTITY INTEGRATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> ROLE IDENTITY <> ROLE CHANGE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-14 <> ROLE IDENTITY <> ROLE CHANGE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> AFFILIATION <> GROUP MEMBERSHIP <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-15 <> AFFILIATION <> GROUP MEMBERSHIP <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY STABILITY <> IDENTITY CHANGE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-16 <> IDENTITY STABILITY <> IDENTITY CHANGE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-17 <> IDENTITY TRANSITION <> ROLE TRANSITION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY TRAJECTORIES <> LIFE-COURSE CHANGE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-18 <> IDENTITY TRAJECTORIES <> LIFE-COURSE CHANGE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> SELF-DESCRIPTION <> OBSERVED BEHAVIOR <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-19 <> SELF-DESCRIPTION <> OBSERVED BEHAVIOR <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R-006 <> DANIEL KAHNEMAN <> AMOS TVERSKY — DECISION UNDER UNCERTAINTYCHOICE <> HEURISTICS <> UNCERTAINTYOPEN SOURCE / PUBLICATION ↗
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-20 <> IDENTITY <> DECISION PATTERN <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY <> CAUSE SELECTION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-21 <> IDENTITY <> CAUSE SELECTION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RESEARCH DOOR <> IDENTITY <> PARTICIPATION TRAJECTORY <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-22 <> IDENTITY <> PARTICIPATION TRAJECTORY <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION
RESEARCH DOOR <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R12-23 <> VOLUNTARY DISCLOSURE <> PRIVACY <> DATA MINIMIZATION <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE
RESEARCH DOOR <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> READ AGAINST PERSISTENT PLAYER IDENTITY <> VOLUNTARY INDEXING <> LONGITUDINAL CONTINUITY.
CORRESPONDENCE <> APPLICABILITY <> PARALLEL DOES NOT CLAIM DERIVATION <> IDENTITY <> OR EXTERNAL VALIDATION OF THE GOMI FORMULATION.
CURATED RESEARCH CORRESPONDENCE
DIRECT SOURCES IDENTIFY APPLICABLE RESEARCH <> THEORY <> METHOD <> OR EVIDENCE FOR INDEPENDENT STUDY. CORRESPONDENCE DOES NOT CLAIM EXTERNAL VALIDATION OF GOMI.
JOHN C. TURNER <> KATHERINE J. REYNOLDS — SELF-CATEGORIZATION THEORY
IDENTITY <> CATEGORY <> GROUP <> SELF-CONCEPT
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
GEORGE A. AKERLOF <> RACHEL E. KRANTON — IDENTITY ECONOMICS
IDENTITY <> NORMS <> MOTIVATION <> CHOICE
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
IVAN P. FELLEGI <> ALAN B. SUNTER — A THEORY FOR RECORD LINKAGE
IDENTITY RESOLUTION <> RECORD LINKAGE <> ERROR
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
RAVI S. SANDHU <> EDWARD J. COYNE <> HAL L. FEINSTEIN <> CHARLES E. YOUMAN — ROLE-BASED ACCESS CONTROL MODELS
ROLE <> AUTHORIZATION <> PERMISSION <> GOVERNANCE
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
NIST — GUIDE TO ATTRIBUTE BASED ACCESS CONTROL (ABAC)
ATTRIBUTE <> AUTHORIZATION <> POLICY <> ACCESS
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
LATANYA SWEENEY — K-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
DE-IDENTIFICATION <> DISCLOSURE RISK <> DATA UTILITY
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
CYNTHIA DWORK <> FRANK MCSHERRY <> KOBBI NISSIM <> ADAM SMITH — CALIBRATING NOISE TO SENSITIVITY IN PRIVATE DATA ANALYSIS
PRIVACY <> AGGREGATE RELEASE <> DISCLOSURE CONTROL
CORRESPONDENCE <> R12-24 <> HUMAN <> AI IDENTITY CHASSIS <> CATEGORY DIFFERENCE <> USE AS AN EXTERNAL RESEARCH LENS / METHOD / COMPARATOR WHERE APPLICABLE.
THE GOMI EXPLORATION MAP WAS CREATED TO MAKE THE PLATFORM <> ITS WORLDS <> SYSTEMS <> FOUNDATIONS UNDERSTANDABLE AND EXPLORABLE. AFTER USING IT <> WE INVITE YOUR ASSESSMENT OF THE MAP AND OF WHAT IT PRESENTED.
PART ONE <> THE GOMI WORLD EXPLORATION MAP
WAS THE WORLD EXPLORATION MAP EASY TO UNDERSTAND?
WAS THE MAP EASY TO NAVIGATE?
DID THE PICTURES AND EXPLANATIONS HELP YOU UNDERSTAND WHAT WAS BEING PRESENTED?
COULD YOU FIND THE WORLD OR SYSTEM INFORMATION THAT INTERESTED YOU?
COULD YOU FOLLOW A PRESENTED IDEA TO ITS UNDERLYING FOUNDATION?
DID THE ORGANIZATION OF THE MAP MAKE SENSE TO YOU?
DID ANY MAP ELEMENT APPEAR MISSING <> CONFUSING <> OR DIFFICULT TO LOCATE?
PART TWO <> GOMI AND THE 14 WORLDS
PART TWO ASKS WHAT THE EXPLORATION HELPED YOU UNDERSTAND ABOUT GOMI <> ITS WORLDS <> PARTICIPATION ENVIRONMENTS <> AND THE WAY THE PLATFORM FITS TOGETHER.
DID THE WORLD EXPLORATION MAP HELP YOU UNDERSTAND WHAT GOMI IS?
DID THE MAP HELP YOU UNDERSTAND HOW THE 14 WORLDS FIT WITHIN GOMI?
DID THE INDIVIDUAL WORLD PRESENTATIONS HELP YOU UNDERSTAND WHAT PARTICIPATION IN THOSE WORLDS INVOLVES?
DID THE MAP HELP YOU UNDERSTAND THE RELATIONSHIP BETWEEN THE WORLDS AND GOMI'S SYSTEMS?
DID THE INFORMATION PRESENTED HELP YOU UNDERSTAND HOW GOMI OPERATES AS A WHOLE?
AFTER EXPLORING THE MAP <> DO YOU HAVE A CLEARER UNDERSTANDING OF THE CHOICES AND PARTICIPATION ENVIRONMENTS AVAILABLE WITHIN GOMI?
DID ANYTHING ABOUT GOMI <> THE 14 WORLDS <> OR THEIR RELATIONSHIPS REMAIN UNCLEAR AFTER YOUR EXPLORATION?
GOMI INVARIANT <> OPEN RESPONSE
WE INVITE YOUR THOUGHTS ABOUT THE GOMI INVARIANT, ITS CHAPTERS, DEFINITIONS, CONDITIONS, RESEARCH CORRESPONDENCE, CORRECTIONS, OR ANYTHING YOU BELIEVE SHOULD BE EXAMINED FURTHER.