{"id":"W2106607397","doi":"10.3138/utq.84.3.460","title":"Sciences Humaines","year":2015,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001472542,0.00005164489,0.00008643008,0.00002913942,0.000446266,0.00001229036,0.0002658513,0.00001767141,0.001994235],"category_scores_gemma":[0.000003142435,0.00005098418,0.00004444818,0.00001045459,0.001296084,0.0007395573,0.000008314053,0.00002624906,0.000101904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338015,"about_ca_system_score_gemma":0.00007101397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0182344,"about_ca_topic_score_gemma":0.04835556,"domain_scores_codex":[0.9995238,0.00001802918,0.00005404234,0.0001156615,0.0001836673,0.0001047734],"domain_scores_gemma":[0.9996906,0.00001043306,0.00005166629,0.00007910685,0.00009755068,0.00007063157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005171647,0.00008087663,0.0001071987,0.00001183302,0.00001281872,0.00001151047,0.5928554,0.000001964617,0.0001946623,0.1975749,0.1910687,0.01802837],"study_design_scores_gemma":[0.0001912972,0.0005378273,0.000086026,0.000006783853,0.000006872296,6.094043e-7,0.09131699,0.00002189685,0.000002699126,0.0004140974,0.9073328,0.00008206852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1431216,0.001320113,0.00001632827,0.0001729107,0.0007239372,0.00005133024,0.000007033957,0.00005156018,0.8545352],"genre_scores_gemma":[0.9576367,0.000005133056,0.0002965968,0.0000418663,0.0001110391,3.07565e-8,0.000001164347,0.000002045697,0.04190547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8145151,"threshold_uncertainty_score":0.9989181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374375322789697,"score_gpt":0.2084636772919878,"score_spread":0.1710261450130181,"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."}}