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Record W4390914113 · doi:10.23923/pap.psicol.3030

Memory wars: A solution to the conflict

2024· article· en· W4390914113 on OpenAlexaff
Claudia Morales, Antonio L. Manzanero

Bibliographic record

VenuePapeles del Psicólogo - Psychologist Papers · 2024
Typearticle
Languageen
FieldNeuroscience
TopicMemory Processes and Influences
Canadian institutionsWestern University
FundersUniversidad Complutense de Madrid
KeywordsPolitical scienceComputer science

Abstract

fetched live from OpenAlex

The validity of dissociative memory in forensic contexts and the causes of the so-called "memory wars" are discussed. Misconceptions between clinical and forensic psychology, a deficient definition of amnesia, and the difficulties inherent in studying traumatic memories contribute to the persistence of this controversy. Particularly in the field of forensic psychology, the debate could be attributed to the lack of consensus on scientific evidence. Psychologists need to establish an empirical foundation to understand better the mechanisms of memory involved in remembering and forgetting traumatic memories. The Continuous Accessibility Model of Memory is outlined to explain the retrieval of the different degrees of accessibility to autobiographical memories based on different factors.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.030
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.018
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.030
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0060.042
Scholarly communication0.0110.032
Open science0.0030.012
Research integrity0.0180.020
Insufficient payload (model declined to judge)0.0070.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.081
GPT teacher head0.346
Teacher spread0.265 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2024
Admission routes1
Has abstractyes

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