{"id":"W4210958269","doi":"10.1016/j.tics.2021.12.002","title":"Cluttered memory representations shape cognition in old age","year":2022,"lang":"en","type":"review","venue":"Trends in Cognitive Sciences","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Psychology; Episodic memory; Cognition; Encoding (memory); Cognitive psychology; Cognitive aging; Autobiographical memory; Semantic memory; Cued speech; Reconstructive memory; Cognitive science; Childhood memory; Recall; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001285656,0.0004533704,0.00103906,0.002255591,0.0005031384,0.0002504044,0.001096547,0.0001451329,0.008044237],"category_scores_gemma":[0.002051286,0.0003884397,0.0002532337,0.006545351,0.00118175,0.000788712,0.0003521336,0.0007964834,0.00009447794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018196,"about_ca_system_score_gemma":0.0003042113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009607605,"about_ca_topic_score_gemma":0.0002207046,"domain_scores_codex":[0.9947887,0.0009358687,0.0009716707,0.001735529,0.000920846,0.0006474053],"domain_scores_gemma":[0.9965767,0.002503047,0.0005411163,0.0002531557,0.0000290168,0.00009692559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007657314,0.0001361429,0.00002120178,0.0005594779,0.000004184991,0.0002802308,0.0004131012,0.000005555382,0.000009788042,0.0001519344,0.00008447608,0.9983262],"study_design_scores_gemma":[0.003421979,0.001441555,0.001118552,0.03087611,0.0008608642,0.0005769172,0.009924887,0.0009103296,0.0009081587,0.008271444,0.9368421,0.004847087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001754066,0.7836428,0.000002720826,0.00008925305,0.0007775474,0.0008735525,0.000369181,0.000102691,0.2123882],"genre_scores_gemma":[0.006099724,0.9902997,0.00003884691,0.0005970642,0.00009045505,0.0007303821,0.0001058757,0.00002756942,0.002010388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934791,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4952048727475675,"score_gpt":0.4996468197691807,"score_spread":0.004441947021613157,"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."}}