{"id":"W4378678097","doi":"10.1051/pmed/2023012","title":"Ateliers","year":2023,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001545247,0.001234602,0.0008268188,0.002318226,0.002630066,0.007196823,0.002054097,0.002966859,0.783542],"category_scores_gemma":[0.006946778,0.0005264768,0.000811366,0.00207051,0.0008673572,0.004415747,0.004751142,0.002268728,0.6117863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002262258,"about_ca_system_score_gemma":0.004237034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855045,"about_ca_topic_score_gemma":0.006756695,"domain_scores_codex":[0.9979006,0.000319259,0.000157058,0.0004686571,0.0008566005,0.0002978646],"domain_scores_gemma":[0.9962763,0.0004301436,0.0001973504,0.0005447225,0.001587374,0.0009641364],"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":[0.0001068964,0.00006357343,0.0006920497,0.000270614,0.000007920535,0.0002505636,0.0002762713,0.0001217816,0.0004040721,0.01771591,0.8340378,0.1460524],"study_design_scores_gemma":[0.000006488173,0.00001361614,0.000292296,0.00007245162,0.000001562025,0.0001076859,0.0001396046,0.00004051842,0.00007345171,0.0009203156,0.9983272,0.00000478474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002335843,0.002935333,0.003761757,0.008758811,0.01153983,0.0003180568,0.006016918,0.002529836,0.9618036],"genre_scores_gemma":[0.007831562,0.001933514,0.001679098,0.002789689,0.001016368,0.0001687882,0.003967708,0.0008364468,0.9797768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.216458,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474333200009685,"score_gpt":0.3427946570403705,"score_spread":0.195361337039402,"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."}}