{"id":"W4400734219","doi":"10.7202/1112232ar","title":"Humanités médicales et humanités tout court : un nouveau scénario","year":2023,"lang":"fr","type":"article","venue":"Tangence","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001279547,0.0003162526,0.0004483915,0.0001856788,0.0003017751,0.00005235391,0.0003446872,0.0003711078,0.00809722],"category_scores_gemma":[0.001580194,0.0003157702,0.0001536586,0.0007439823,0.0005748865,0.0002043835,0.0001430357,0.0008708355,0.009200522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691144,"about_ca_system_score_gemma":0.0008999735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000695279,"about_ca_topic_score_gemma":0.0002403906,"domain_scores_codex":[0.9970419,0.0002065846,0.0005117631,0.0005469265,0.000786745,0.0009060508],"domain_scores_gemma":[0.9979492,0.0004856649,0.0001342975,0.0005802161,0.0001962778,0.0006543209],"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":[0.00009892519,0.001848698,0.004774502,0.0010606,0.0003329238,0.001295756,0.2049689,0.0000559558,0.002143015,0.1247345,0.3529767,0.3057095],"study_design_scores_gemma":[0.001346058,0.0007847445,0.04264421,0.002935519,0.0005803228,0.0001718878,0.05794103,0.001584738,0.001661955,0.005307151,0.8843224,0.0007199853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7664299,0.08298167,0.0007836188,0.06125891,0.01581637,0.001245285,0.0001232962,0.000830278,0.07053069],"genre_scores_gemma":[0.8601975,0.01113249,0.0008667703,0.008103505,0.004865875,0.000119151,0.0002995956,0.0001013663,0.1143137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313457,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06605091874042118,"score_gpt":0.3627431210412356,"score_spread":0.2966922023008144,"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."}}