{"id":"W4291007022","doi":"10.31234/osf.io/nd2tu","title":"Prominence, Property, and Inductive Inference","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Property (philosophy); Character (mathematics); Inductive reasoning; Psychology; Inference; Social psychology; Block (permutation group theory); Developmental psychology; Cognitive psychology; Mathematics; Computer science; Artificial intelligence; Epistemology","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":[0.005133078,0.0002628581,0.0003123501,0.001101771,0.0006555636,0.001942764,0.0004662766,0.0005580542,0.005164335],"category_scores_gemma":[0.03546191,0.0004716001,0.0003328977,0.0004392563,0.003321094,0.003647525,0.001891562,0.001344044,0.0003217846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005522428,"about_ca_system_score_gemma":0.0004603053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445378,"about_ca_topic_score_gemma":0.001833597,"domain_scores_codex":[0.9975178,0.0009304766,0.0001334963,0.000505492,0.0007416892,0.0001710631],"domain_scores_gemma":[0.9708521,0.02219012,0.003344116,0.001497868,0.001229066,0.0008866781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001750182,0.0009126679,0.5603244,0.0007722676,0.0002885792,0.003084817,0.04273766,0.002990518,0.06096302,0.1104061,0.002446193,0.2133237],"study_design_scores_gemma":[0.0001219532,0.0006732873,0.793846,0.0002247436,0.0001443215,0.003214861,0.008639889,0.01032252,0.01456826,0.1607371,0.007351824,0.0001552583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740813,0.0004747426,0.006655531,0.0003566947,0.00002048541,0.00003026935,0.00007698652,0.00002943542,0.01827461],"genre_scores_gemma":[0.9966366,0.0001577917,0.00248497,0.00006906001,0.00001945309,0.00001847122,0.00007670799,0.00001416038,0.0005227567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005164335,"threshold_uncertainty_score":0.02714664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973492247153683,"score_gpt":0.3381764413192576,"score_spread":0.2884415188477208,"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."}}