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Worth a glance: using eye movements to investigate the cognitive neuroscience of memory

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
Bench or experimental
Classifier consensus
Bench or experimental
Teacher imitation scores

Codex

Bench or experimental0.894
Not applicable0.007
Qualitative0.002
Metaresearch0.002
Simulation or modelling0.002
Observational0.002
Research integrity0.002
Science and technology studies0.001
Other design0.001
Open science0.001
Theoretical or conceptual0.001
Bibliometrics0.000
Randomized trial0.000
Meta-epidemiology (broad)0.000
Scholarly communication0.000
Non-randomized trial0.000
Meta-analysis0.000
Case report0.000
Meta-epidemiology (narrow)0.000
Systematic review0.000

Gemma

Bench or experimental0.851
Observational0.009
Theoretical or conceptual0.008
Science and technology studies0.005
Simulation or modelling0.004
Qualitative0.001
Metaresearch0.001
Not applicable0.001
Research integrity0.001
Bibliometrics0.000
Open science0.000
Randomized trial0.000
Meta-epidemiology (broad)0.000
Systematic review0.000
Non-randomized trial0.000
Case report0.000
Meta-epidemiology (narrow)0.000
Meta-analysis0.000
Scholarly communication0.000

Machine scores (provisional)

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

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.

Opus teacher head0.096
GPT teacher head0.341
Teacher spread
0.246 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Results of several investigations indicate that eye movements can reveal memory for elements of previous experience. These effects of memory on eye movement behavior can emerge very rapidly, changing the efficiency and even the nature of visual processing without appealing to verbal reports and without requiring conscious recollection. This aspect of eye movement based memory investigations is particularly useful when eye movement methods are used with special populations (e.g., young children,…

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