{"id":"W4413242286","doi":"10.1162/opmi.a.15","title":"Successful Prediction Is Associated With Enhanced Encoding","year":2025,"lang":"en","type":"article","venue":"Open Mind","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; York University","funders":"","keywords":"Encoding (memory); Computer science; Surprise; Operationalization; Encoding specificity principle; Task (project management); Artificial intelligence; Recall; Cognitive psychology; Machine learning; Psychology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000627218,0.0001840448,0.0002595593,0.0002511533,0.0001381956,0.0009379797,0.0003522325,0.0003892933,0.003070809],"category_scores_gemma":[0.006173171,0.0002118205,0.0001125502,0.0002048373,0.0004793411,0.0008844563,0.0007088971,0.0007417412,0.0002548122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618383,"about_ca_system_score_gemma":0.0002244044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000544467,"about_ca_topic_score_gemma":0.0007406344,"domain_scores_codex":[0.9997362,0.00004319482,0.00003039399,0.00006298182,0.00008421207,0.00004290022],"domain_scores_gemma":[0.9959002,0.00143985,0.001470724,0.0005152598,0.000370313,0.0003037241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002865282,0.001460307,0.1475747,0.000431642,0.0001534751,0.0004425936,0.0009022642,0.002387728,0.7440168,0.003552417,0.001089825,0.09512305],"study_design_scores_gemma":[0.0001296222,0.001966167,0.8105696,0.00007321069,0.0001506692,0.000650521,0.0004106672,0.01253744,0.1569422,0.01522603,0.001287457,0.0000563295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967764,0.000108484,0.001466458,0.00005424249,0.00001098762,0.000006435422,0.00004365012,0.0000313298,0.001502048],"genre_scores_gemma":[0.9984681,0.000079224,0.0008419991,0.00002487731,0.000007465541,0.000007733481,0.00008341573,0.00001698465,0.0004701311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003070809,"threshold_uncertainty_score":0.01027286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08500505760371169,"score_gpt":0.3401638960558994,"score_spread":0.2551588384521877,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}