{"id":"W4389951281","doi":"10.1353/pro.2019.a914703","title":"David Martin Bevington","year":2019,"lang":"en","type":"article","venue":"Proceedings of the American Philosophical Society held at Philadelphia for promoting useful knowledge","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Psychoanalysis; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007553368,0.0003454113,0.0006250495,0.00006061363,0.001075528,0.00009234225,0.0008743911,0.0001009516,0.0005194508],"category_scores_gemma":[0.000376086,0.0002543425,0.0007277309,0.0003581975,0.001986052,0.00028318,0.0004745912,0.0005150199,0.0000954144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205015,"about_ca_system_score_gemma":0.0000851158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288707,"about_ca_topic_score_gemma":0.000006393368,"domain_scores_codex":[0.9976414,0.00001943576,0.0007678347,0.0005864998,0.00042689,0.0005579744],"domain_scores_gemma":[0.9977653,0.0002174183,0.0009114426,0.0002758346,0.0006689134,0.0001610948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002034179,0.001101231,0.006802004,0.002225485,0.0003354959,1.348015e-7,0.06561518,0.00000131131,0.02125044,0.8347251,0.06681753,0.0009226648],"study_design_scores_gemma":[0.001733996,0.001627133,0.001041949,0.0008555977,0.0002802866,0.00001111717,0.002721975,0.002400793,0.007855032,0.117807,0.8625433,0.001121841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270102,0.0001396605,0.000005288244,0.04680934,0.000784054,0.001249052,0.00006798272,0.0001903021,0.02374409],"genre_scores_gemma":[0.9928098,0.000008590593,0.0002685576,0.001346965,0.001698462,0.0001222051,0.00001527176,0.00007007891,0.003660076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7957258,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939574867443957,"score_gpt":0.2538051883775895,"score_spread":0.22440943970315,"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."}}