{"id":"W2982734170","doi":"10.3917/comla1.201.0089","title":"Chercheurs et acteurs de l’EMI : tous dans le même bateau ?","year":2019,"lang":"fr","type":"article","venue":"Communication & langages","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université TÉLUQ; Université de Sherbrooke","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02159595,0.0008522394,0.0007261712,0.002019321,0.009170082,0.01652521,0.002191551,0.005205514,0.0100557],"category_scores_gemma":[0.05339473,0.000632339,0.0006209343,0.001827285,0.02223755,0.01781005,0.00912794,0.009686592,0.002526625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006015867,"about_ca_system_score_gemma":0.00818528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535955,"about_ca_topic_score_gemma":0.005960252,"domain_scores_codex":[0.9655883,0.02475612,0.0006792222,0.002126054,0.004722317,0.002128088],"domain_scores_gemma":[0.970208,0.01593216,0.002714937,0.002674981,0.004665871,0.00380402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009896987,0.0001242057,0.006322518,0.0003494791,0.00003479206,0.0005305152,0.447577,0.0001574161,0.001675377,0.4577179,0.009902345,0.07550946],"study_design_scores_gemma":[0.00003653142,0.0001375687,0.006931603,0.001013386,0.00004232073,0.0009447157,0.4445991,0.0008487725,0.002274912,0.1000559,0.4429733,0.0001419139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2467177,0.01111529,0.07995865,0.1649089,0.003443611,0.0005147696,0.0001851117,0.0004437346,0.4927123],"genre_scores_gemma":[0.8917412,0.003210222,0.01881233,0.007085645,0.0004604229,0.00044351,0.00006834217,0.0002975982,0.07788077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02159595,"threshold_uncertainty_score":0.1142116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2927501853767639,"score_gpt":0.4785005935798447,"score_spread":0.1857504082030808,"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."}}