{"id":"W4401687773","doi":"10.7202/1112290ar","title":"Why Philosophers Aren’t Better People","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007558517,0.0001416881,0.00026241,0.0003691511,0.0009003041,0.00006428218,0.0004244372,0.0007838259,0.003400046],"category_scores_gemma":[0.0104323,0.0001202628,0.0001261912,0.0004173619,0.0006215215,0.0003164672,0.00002887994,0.01455534,0.0005913096],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491487,"about_ca_system_score_gemma":0.009585553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01902682,"about_ca_topic_score_gemma":0.2203328,"domain_scores_codex":[0.9964805,0.001532119,0.0007099803,0.0001690685,0.0005454452,0.0005628535],"domain_scores_gemma":[0.9911951,0.006433337,0.0002478541,0.0002534734,0.000601617,0.001268595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001917647,0.00001058901,0.006598519,0.0007271015,0.0001574965,0.001134633,0.02322681,0.000007733765,0.00005187956,0.1240777,0.8412321,0.002756227],"study_design_scores_gemma":[0.0002179445,0.00009160988,0.0004598626,0.001228837,0.00008856494,0.00008993663,0.005533494,0.00006331876,0.00001405199,0.1103609,0.8816943,0.0001571841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01267874,0.005119625,0.00228484,0.9188729,0.01378852,0.0002144564,0.00004909522,0.00004177985,0.04695007],"genre_scores_gemma":[0.8581049,0.0003345695,0.00179541,0.1348743,0.003968875,0.000005057289,0.000005176129,0.0000623322,0.0008493675],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8454262,"threshold_uncertainty_score":0.9979032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.157838042539279,"score_gpt":0.4755821083185062,"score_spread":0.3177440657792272,"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."}}