{"id":"W2942533009","doi":"10.1051/pmed/2019002","title":"Jugement évaluatif : confrontation d’un modèle conceptuel à des données empiriques","year":2018,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006508288,0.0004232534,0.0005442583,0.0002586209,0.001022656,0.0007013837,0.0009598142,0.0002854434,0.07478848],"category_scores_gemma":[0.001405498,0.0003633662,0.0002334389,0.0008180041,0.002905684,0.001342997,0.0003324293,0.0003140264,0.009556578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689496,"about_ca_system_score_gemma":0.001215479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325437,"about_ca_topic_score_gemma":0.0006639243,"domain_scores_codex":[0.9927564,0.001104954,0.001374619,0.0009331759,0.002976591,0.000854284],"domain_scores_gemma":[0.9954647,0.000885956,0.0004922518,0.0009078514,0.001798595,0.0004506438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009351805,0.0004635192,0.01412767,0.00005862632,0.00009370616,0.000008895254,0.01712457,0.000207317,0.0008728474,0.007142279,0.05045385,0.9093532],"study_design_scores_gemma":[0.001820713,0.00124149,0.03528412,0.0002734264,0.0001397514,0.00001458485,0.01270088,0.07638644,0.01194091,0.0600416,0.7995036,0.0006525305],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6529414,0.0207283,0.1326548,0.04461467,0.007862126,0.001528675,0.0001546159,0.0002953821,0.13922],"genre_scores_gemma":[0.8130345,0.003156393,0.02784385,0.005411488,0.001716217,0.0001585572,0.0000545792,0.00005189818,0.1485725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9087006,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4904789604002818,"score_gpt":0.5006863150093198,"score_spread":0.01020735460903804,"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."}}