{"id":"W4250666957","doi":"10.1051/pmed/2016012","title":"Ateliers","year":2016,"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":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001592098,0.0005067461,0.0004412717,0.001743581,0.004193448,0.00454645,0.000819084,0.001983745,0.2364544],"category_scores_gemma":[0.007345458,0.0002633523,0.0003747917,0.001512233,0.001359242,0.001652957,0.002481301,0.001914715,0.06857543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003719798,"about_ca_system_score_gemma":0.005372759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02122084,"about_ca_topic_score_gemma":0.03163802,"domain_scores_codex":[0.9972358,0.000615515,0.0001188148,0.000415194,0.001132939,0.0004818565],"domain_scores_gemma":[0.9964504,0.0005456669,0.0002201141,0.0004289496,0.001653396,0.0007014223],"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":[0.0001673078,0.00006151742,0.00318339,0.0001744197,0.000009517301,0.0004416453,0.002460138,0.0002135892,0.001323956,0.2162182,0.6101367,0.1656095],"study_design_scores_gemma":[0.000004416727,0.000009778512,0.000966694,0.00002947636,0.000001101864,0.00005841174,0.0002934443,0.00003342269,0.0001656933,0.001177037,0.9972562,0.000004316949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01827186,0.003299074,0.00607784,0.02189227,0.01207395,0.0001410044,0.002918725,0.001149531,0.9341758],"genre_scores_gemma":[0.03745235,0.0007531205,0.001596451,0.002022823,0.0006540679,0.00007333478,0.000912028,0.0003297339,0.9562061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2364544,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09164330339770733,"score_gpt":0.3063636895747393,"score_spread":0.214720386177032,"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."}}