{"id":"W4382371662","doi":"10.31234/osf.io/qdesb","title":"Nature, Nurture, and Nous: The Role of Reflection and Reason in the Nature-Nurture Debate","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Nature versus nurture; Niche construction; Cognitive science; Exaptation; Epistemology; Psychology; Cognition; Intellect; Adaptation (eye); Sociology; Philosophy; Ecology; Biology; Evolutionary biology","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":[0.01175918,0.0005616452,0.0006976979,0.001423243,0.003174695,0.009000702,0.002227781,0.005861578,0.002952435],"category_scores_gemma":[0.01331451,0.0004958175,0.001007807,0.001087976,0.05110776,0.01885383,0.005084703,0.005754059,0.0005971406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003993116,"about_ca_system_score_gemma":0.001870065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718673,"about_ca_topic_score_gemma":0.001075164,"domain_scores_codex":[0.9933072,0.005066448,0.0001501725,0.0006129247,0.0004947729,0.0003685958],"domain_scores_gemma":[0.9823261,0.01442781,0.0007849013,0.001478357,0.0004383152,0.0005444965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007211788,0.000003335983,0.00008165339,0.00002138115,0.000002914509,0.0000325051,0.002163104,0.0003229765,0.0000395743,0.9948441,0.0003638991,0.002117461],"study_design_scores_gemma":[0.000005469343,0.000006248878,0.00008679297,0.00005172498,0.000002815462,0.00004675967,0.0008018381,0.0009637412,0.00007349296,0.9827124,0.01524056,0.000008213464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1082642,0.07585207,0.191993,0.2424921,0.002134757,0.00005470551,0.0001095415,0.0002839747,0.3788156],"genre_scores_gemma":[0.9589745,0.00930276,0.01734292,0.005119927,0.0006597178,0.00007602109,0.00003198747,0.0001272939,0.008364834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01175918,"threshold_uncertainty_score":0.06218922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351214100428921,"score_gpt":0.3197846551503604,"score_spread":0.3062725141460712,"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."}}