{"id":"W2342794657","doi":"10.14288/1.0105560","title":"How one becomes what one is","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.008811521,0.0008159318,0.00090242,0.001384895,0.01446307,0.01964662,0.001984092,0.006730167,0.01664335],"category_scores_gemma":[0.01484627,0.0004761574,0.0007290304,0.0009789706,0.05654483,0.02704583,0.0101858,0.01407695,0.008285069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006498821,"about_ca_system_score_gemma":0.009152525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008175798,"about_ca_topic_score_gemma":0.006183969,"domain_scores_codex":[0.9846064,0.008003548,0.0003657168,0.002525024,0.002578012,0.001921301],"domain_scores_gemma":[0.9948307,0.001140191,0.0003174574,0.0009148134,0.001531757,0.001265113],"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":[0.000009072426,0.0000193235,0.0002760258,0.00004914002,0.000009702127,0.00008421089,0.01638553,0.00003916327,0.00008824661,0.9367674,0.03749032,0.008781916],"study_design_scores_gemma":[0.000008130477,0.0000149123,0.0001417847,0.0002692516,0.00001027894,0.0001775327,0.01661074,0.00008915172,0.0001767397,0.4236895,0.558786,0.00002598234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006712082,0.01114342,0.01555947,0.2961129,0.008182092,0.00005568337,0.000102306,0.0002674408,0.6618646],"genre_scores_gemma":[0.5628135,0.009480063,0.00952186,0.1247149,0.004123942,0.0002768668,0.0002486351,0.001085294,0.2877351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01964662,"threshold_uncertainty_score":0.05567753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714019580267339,"score_gpt":0.346500136857377,"score_spread":0.175098178830643,"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."}}