{"id":"W4226188804","doi":"10.1177/09567976211055375","title":"Working Memory Content Is Distorted by Its Use in Perceptual Comparisons","year":2022,"lang":"en","type":"article","venue":"Psychological Science","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Connaught Fund","keywords":"Working memory; Representation (politics); Psychology; Perception; Cognitive psychology; Visual perception; Similarity (geometry); Mental representation; Confusion; Cognition; Computer science; Artificial intelligence; Neuroscience; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004526515,0.000372497,0.000477367,0.0005901387,0.000411626,0.002106252,0.0009850162,0.0004848606,0.002373833],"category_scores_gemma":[0.04854051,0.0004721088,0.0004620234,0.000519104,0.001205407,0.002213438,0.001624978,0.001007797,0.000402666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148666,"about_ca_system_score_gemma":0.0004161639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228392,"about_ca_topic_score_gemma":0.00114112,"domain_scores_codex":[0.996354,0.000626297,0.0003835866,0.001071684,0.001430064,0.0001343933],"domain_scores_gemma":[0.9789528,0.009268772,0.004180451,0.005486717,0.001602123,0.0005091959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002642963,0.0004190032,0.2671895,0.001198104,0.0008909173,0.0006009556,0.01723994,0.003932203,0.3511147,0.01344583,0.002094738,0.3392312],"study_design_scores_gemma":[0.0001250836,0.001350164,0.8508139,0.0002505445,0.0004508916,0.001615162,0.002931018,0.0171327,0.07838532,0.03973938,0.007022692,0.0001832453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639727,0.0006779002,0.02644559,0.00019213,0.00007626376,0.00006951329,0.0001308321,0.0001351909,0.00829994],"genre_scores_gemma":[0.9940002,0.0001078246,0.005066638,0.00009279646,0.00002011211,0.0000329443,0.0001237947,0.00005313278,0.0005025854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004526515,"threshold_uncertainty_score":0.02393878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6004998139427272,"score_gpt":0.4448043369078711,"score_spread":0.1556954770348561,"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."}}