{"id":"W2297964423","doi":"10.1111/desc.12415","title":"Conceptual constraints and mechanisms in children's selective learning","year":2016,"lang":"en","type":"letter","venue":"Developmental Science","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Social learning; Mechanism (biology); Cognitive science; Concept learning; Cognitive psychology; Epistemology","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":[0.005796744,0.000326692,0.0004288978,0.000581913,0.00129828,0.003088345,0.001390316,0.008734523,0.005490017],"category_scores_gemma":[0.01763214,0.0002800256,0.0003369168,0.0003434462,0.01407966,0.006713055,0.002938338,0.008656281,0.00176665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079366,"about_ca_system_score_gemma":0.0015044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662276,"about_ca_topic_score_gemma":0.003451515,"domain_scores_codex":[0.997656,0.0009483575,0.0001729387,0.0003335101,0.0006750274,0.0002141311],"domain_scores_gemma":[0.9883093,0.008429196,0.00106376,0.0008687748,0.001038579,0.0002904386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001267727,0.00007882089,0.005966686,0.0003013713,0.00003282583,0.006186479,0.01311515,0.0004957534,0.002137872,0.7493308,0.1156213,0.1066064],"study_design_scores_gemma":[0.00005289777,0.00004357289,0.003929743,0.0003167873,0.00001943554,0.006727677,0.00315899,0.0007925647,0.0009886541,0.7016498,0.2822687,0.0000510852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01979862,0.01097434,0.005437631,0.9139067,0.00209152,0.00001480727,0.00006506254,0.00009218776,0.04761911],"genre_scores_gemma":[0.6897972,0.02087279,0.01036219,0.2441485,0.007288051,0.0002167918,0.00009066709,0.0001512717,0.02707264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008734523,"threshold_uncertainty_score":0.03065646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009115142315412866,"score_gpt":0.2458075837515088,"score_spread":0.236692441436096,"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."}}