{"id":"W3097329578","doi":"10.1167/jov.20.11.584","title":"We tallied the votes: No survival advantage in visual long-term memory","year":2020,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Surprise; Encoding (memory); Context (archaeology); Recall; Object (grammar); Relevance (law); Term (time); Visual Objects; Long-term memory; Psychology; Computer science; Cognitive psychology; Artificial intelligence; Communication; Cognition; Perception; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280988,0.000357559,0.0007707591,0.0006462193,0.001240219,0.001745459,0.0005631799,0.001409102,0.02669926],"category_scores_gemma":[0.03249401,0.0001750836,0.0004656013,0.0004752553,0.001486867,0.00272956,0.001588741,0.002025059,0.003278689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283127,"about_ca_system_score_gemma":0.000382517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009885856,"about_ca_topic_score_gemma":0.001767153,"domain_scores_codex":[0.998149,0.0003009676,0.0001402045,0.0005517185,0.0006135893,0.0002445077],"domain_scores_gemma":[0.9860832,0.00644409,0.001247887,0.002343466,0.002565462,0.001315936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01171216,0.0007783543,0.2284674,0.0009624078,0.0005496148,0.0007509556,0.005171079,0.001292648,0.1397279,0.08300313,0.05552643,0.472058],"study_design_scores_gemma":[0.0004465615,0.005063944,0.6843661,0.0003202355,0.0004737778,0.001822542,0.004047151,0.007601775,0.03033109,0.1676434,0.09755683,0.0003265407],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925602,0.002199051,0.01680335,0.01219121,0.002975338,0.0001504349,0.001651549,0.000320051,0.07114888],"genre_scores_gemma":[0.9842127,0.0002075744,0.003543738,0.001910493,0.0005238744,0.00007306001,0.0005361274,0.0001173853,0.008875074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669926,"threshold_uncertainty_score":0.08931786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744470272616433,"score_gpt":0.3605196278760066,"score_spread":0.2860726006143632,"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."}}