{"id":"W2752283293","doi":"10.1167/17.10.503","title":"Learning induced illusions: Statistical regularities create false memories","year":2017,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Object (grammar); Statistical learning; Sequence (biology); Illusion; Random sequence; Artificial intelligence; False alarm; Computer science; Pattern recognition (psychology); Psychology; Communication; Mathematics; Cognitive psychology","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":[0.001541034,0.0004637488,0.0003837163,0.00048199,0.0002434451,0.0007815016,0.0009162704,0.001285842,0.001937117],"category_scores_gemma":[0.01860897,0.000490382,0.0004364609,0.0002031397,0.001465274,0.001874086,0.001235945,0.002007127,0.0002561729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084019,"about_ca_system_score_gemma":0.0002354405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002540277,"about_ca_topic_score_gemma":0.0002213227,"domain_scores_codex":[0.9985579,0.0003099936,0.0001533499,0.0002541707,0.0005799895,0.00014476],"domain_scores_gemma":[0.9800583,0.01047529,0.004030671,0.00427369,0.0006598773,0.0005021931],"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":[0.005102734,0.0008357312,0.1033618,0.0005676616,0.0003869215,0.005667496,0.002336533,0.00722397,0.7167254,0.01312019,0.001906508,0.142765],"study_design_scores_gemma":[0.0004712641,0.004498066,0.2582919,0.0002407621,0.0003363477,0.02054373,0.0007346796,0.05272409,0.5833769,0.07515744,0.003332853,0.0002920509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527135,0.0003976768,0.0429844,0.0007341994,0.00007054037,0.00006069517,0.00009966541,0.0004046069,0.002534692],"genre_scores_gemma":[0.9932343,0.00009979197,0.005731472,0.0003822992,0.00003173974,0.00002303179,0.00008434672,0.00003733002,0.0003757037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001937117,"threshold_uncertainty_score":0.008149862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680474498056832,"score_gpt":0.323454486351703,"score_spread":0.2966497413711347,"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."}}