{"id":"W4245799482","doi":"10.1051/pmed/20099992","title":"Communications affichées","year":2009,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009276286,0.0002596513,0.0003813722,0.0002320132,0.0003624096,0.00006125945,0.00076923,0.0004106525,0.003495633],"category_scores_gemma":[0.002616013,0.0002721114,0.0001354693,0.00119246,0.00101003,0.0002016035,0.0001297787,0.001069005,0.003115679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393673,"about_ca_system_score_gemma":0.0006030616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000270956,"about_ca_topic_score_gemma":0.000003853153,"domain_scores_codex":[0.9974024,0.000169413,0.0007120778,0.0003773101,0.000604759,0.0007339949],"domain_scores_gemma":[0.9970062,0.0002007158,0.0001578177,0.002010936,0.0003534319,0.0002708729],"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":[0.00001383418,0.001543213,0.0005643612,0.00007005661,0.00003779871,0.00001394412,0.0008284298,0.000003594185,0.0003463693,0.04459469,0.2720512,0.6799325],"study_design_scores_gemma":[0.0008238191,0.0003416425,0.01631564,0.0006221702,0.0002104086,0.00007611694,0.001641837,0.004121879,0.0002942485,0.003535378,0.9717328,0.0002840604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02455461,0.1016527,0.005885056,0.684157,0.007437427,0.0008398679,0.00002891499,0.0004107992,0.1750337],"genre_scores_gemma":[0.5669609,0.01428669,0.07985459,0.05069136,0.006993008,0.00009481287,0.0005634706,0.00008686728,0.2804683],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6996816,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06408822302723614,"score_gpt":0.403040261725037,"score_spread":0.3389520386978008,"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."}}