{"id":"W4229041213","doi":"10.1037/xge0001092","title":"Category learning in autism: Are some situations better than others?","year":2021,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University; Université du Québec à Montréal","funders":"","keywords":"Autism; Categorization; Psychology; Generalization; Probabilistic logic; PsycINFO; Developmental psychology; Cognitive psychology; Task (project management); Social learning; Concept learning; Artificial intelligence; Computer science; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0002705336,0.0001456317,0.000260348,0.0002865671,0.0001504658,0.00004946327,0.0003160539,0.0001068424,0.0007897308],"category_scores_gemma":[0.0000966517,0.0001420712,0.0001287658,0.0003195241,0.0001617849,0.0003405624,0.00009553412,0.0008967767,0.00008609536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170504,"about_ca_system_score_gemma":0.00009898042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001266711,"about_ca_topic_score_gemma":0.00001562734,"domain_scores_codex":[0.9978579,0.0006189783,0.0004365356,0.0003316644,0.0003518535,0.0004030569],"domain_scores_gemma":[0.9993373,0.00007119984,0.0002586147,0.0002046436,0.00001296598,0.0001153229],"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":[0.00007465392,0.0005007631,0.01091207,0.000001830689,0.00001152538,0.0009945206,0.001232536,0.0001354678,0.9803459,0.004395202,0.001145022,0.0002504959],"study_design_scores_gemma":[0.003541987,0.0005407027,0.101083,0.00003222302,0.000007553884,0.001823499,0.001143895,0.0002757289,0.8713036,0.01813862,0.001797392,0.0003118098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706587,0.001485507,0.0001157068,0.02463505,0.0005944689,0.00007414903,0.000001789342,0.00001588073,0.002418715],"genre_scores_gemma":[0.9941651,0.00012609,0.0004215477,0.004104707,0.0001830222,0.000007735456,0.000001295556,0.00002811603,0.0009623753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1090423,"threshold_uncertainty_score":0.8646998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524187566588053,"score_gpt":0.380019984582418,"score_spread":0.3247781089165375,"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."}}