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Record W3183216039 · doi:10.1037/cep0000263

Memory without retrieval: Testing the direct-access account of the missing item task.

2021· article· en· W3183216039 on OpenAlexfundno aff
Ian Neath

Bibliographic record

VenueCanadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale · 2021
Typearticle
Languageen
FieldNeuroscience
TopicMemory Processes and Influences
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsMissing dataTask (project management)Computer scienceSet (abstract data type)Associative propertyInformation retrievalPsycINFOProcess (computing)Artificial intelligenceNatural language processingPsychologyMachine learningMathematics

Abstract

fetched live from OpenAlex

In the missing item task, two short lists are presented. The test list contains all but one of the items from the study list in a new random order and the task is to report which item from the study list is missing. Murdock and Smith (2005) found that the time to correctly respond with the missing item was independent of the position of the missing item and was also independent of the list length. They argued that these data are difficult to accommodate by models that include a search process but are consistent with models that posit "direct access" such as the power set version of Theory of Distributed Associative Memory (TODAM). If direct access is occurring, redintegration cannot be occurring. Two experiments test the direct access account by determining whether two effects commonly ascribed to redintegration occur in the missing item task. Experiment 1 found a semantic relatedness effect and Experiment 2 found a word frequency effect. The presence of these effects is consistent with a redintegration account. Implications for TODAM and for an explanation based on the Feature Model are discussed. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

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)0.008
metaresearch head score (Gemma)0.060
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.060
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.008
Open science0.0040.004
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0090.002

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 head0.119
GPT teacher head0.353
Teacher spread0.234 · 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 designBench or experimental
Domainnot available
GenreEmpirical

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

Citations0
Published2021
Admission routes1
Has abstractyes

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