{"id":"W3121852300","doi":"","title":"Lloyd, Daston, Nurture, and 'Style'","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nature versus nurture; Metaphor; Nothing; Psychic; Humanity; Style (visual arts); Diversity (politics); Psychoanalysis; Literature; Psychology; Philosophy; Art; Sociology; Epistemology; Theology; Anthropology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008050266,0.0001399304,0.0001345656,0.0001188912,0.0002370348,0.00006413067,0.0001720448,0.0001546234,0.002362548],"category_scores_gemma":[0.00003465207,0.0001214054,0.00007989645,0.0001310933,0.00008309581,0.0001317528,0.0000157251,0.001946561,0.0001892639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009283339,"about_ca_system_score_gemma":0.0003455502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001840552,"about_ca_topic_score_gemma":0.003048503,"domain_scores_codex":[0.9980997,0.00006280191,0.0002079479,0.0002175867,0.0001443705,0.00126757],"domain_scores_gemma":[0.9994757,0.00002911108,0.0000980943,0.0002171235,0.0000673054,0.000112716],"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":[0.0000991245,0.0001624873,0.01768378,0.000004393643,0.0002198872,0.00001303516,0.007605517,8.886369e-7,0.007239806,0.8843281,0.003022723,0.07962022],"study_design_scores_gemma":[0.006403883,0.001200852,0.2847787,0.00001854267,0.0003178165,0.01955224,0.03200485,0.0000532718,0.0001428637,0.4079222,0.2462825,0.001322275],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793791,0.00225567,0.004091274,0.0005200063,0.001353267,0.0001008013,0.000003114488,0.00005877154,0.01223796],"genre_scores_gemma":[0.9820275,0.0007503193,0.00005417008,0.0002056133,0.001221741,0.00000470779,0.00001213986,0.00002956942,0.0156942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764059,"threshold_uncertainty_score":0.9985494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004401128630671609,"score_gpt":0.2683085191134701,"score_spread":0.2639073904827985,"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."}}