{"id":"W7154610819","doi":"10.48448/9hpz-kx18","title":"A Cognitively Plausible Visual Working Memory Model","year":2025,"lang":"","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Working memory; Interpretability; Cognition; Cognitive architecture; Cognitive model; Visual short-term memory; Visual memory; Semantic memory; Spatial memory","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.005779225,0.002306591,0.002009206,0.008319077,0.00279503,0.001876737,0.005031807,0.001233553,0.01012993],"category_scores_gemma":[0.002165842,0.002487293,0.0004474115,0.0135054,0.01185646,0.001353555,0.00345524,0.002610886,0.02303014],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891314,"about_ca_system_score_gemma":0.03475925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004118615,"about_ca_topic_score_gemma":0.0009237585,"domain_scores_codex":[0.9826384,0.0003616451,0.00197165,0.005341819,0.005489231,0.004197225],"domain_scores_gemma":[0.9919414,0.0006228221,0.001866121,0.001472225,0.002792443,0.001305005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001689963,0.0110805,0.001256394,0.001455467,0.001968422,0.0005370832,0.004713804,0.1965085,0.08754779,0.07924379,0.1503742,0.4636241],"study_design_scores_gemma":[0.002380798,0.0002712187,0.00006759158,0.004553291,0.0006028966,0.00002749825,0.001287355,0.9638503,0.00314173,0.003534594,0.01757407,0.002708674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001130061,0.001183589,0.08393501,0.0002806468,0.002873114,0.002745464,0.0006937924,0.0009123181,0.906246],"genre_scores_gemma":[0.3419569,0.0001819522,0.05029294,0.001690588,0.002166409,0.0001371646,0.0001267296,0.001480889,0.6019664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7673418,"threshold_uncertainty_score":0.9996901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007047037746465,"score_gpt":0.3341388796963087,"score_spread":0.2940684093188441,"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."}}