{"id":"W2099946199","doi":"10.1051/pmed:2008034","title":"Planification et animation de trois types d’ateliers pédagogiques","year":2008,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art; 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":[],"consensus_categories":[],"category_scores_codex":[0.002989288,0.000204727,0.0002416698,0.00009859247,0.0008975581,0.00005513686,0.0003204285,0.0004161951,0.0006492866],"category_scores_gemma":[0.001603767,0.0002308654,0.0001215618,0.0004079552,0.002037924,0.0004640012,0.00002683155,0.0003826938,0.0003863725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379378,"about_ca_system_score_gemma":0.00107063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134287,"about_ca_topic_score_gemma":0.0001624763,"domain_scores_codex":[0.9968399,0.001415704,0.0004087112,0.0003829189,0.0004003762,0.0005523882],"domain_scores_gemma":[0.9977617,0.00133978,0.0002265638,0.000220943,0.0002097814,0.0002411977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002167514,0.0007618809,0.04296039,0.0001083847,0.0001345574,0.00001013373,0.3877551,0.0001898301,0.0005462183,0.4873936,0.05677504,0.02334315],"study_design_scores_gemma":[0.0004319182,0.000169217,0.08089263,0.0001054738,0.00008821945,0.00004080516,0.08766203,0.0004973264,0.0002856069,0.01497784,0.8143021,0.0005468316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6497881,0.01337571,0.01451482,0.1937607,0.004536663,0.0006002208,0.00008608217,0.0004843428,0.1228533],"genre_scores_gemma":[0.8875419,0.02571602,0.0120217,0.002454752,0.003718348,0.00008039262,0.0001854904,0.00003923835,0.06824219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575271,"threshold_uncertainty_score":0.9414418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3381132393719165,"score_gpt":0.4775182925345343,"score_spread":0.1394050531626178,"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."}}