{"id":"W7057725305","doi":"","title":"La formation des maîtres et la manifestation de la compétence professionnelle à intégrer les technologies de l’information et des communications (TIC) aux fins de préparation et de pilotage d’activités d’enseignement-apprentissage, de gestion de l’enseignement et de développement professionnel","year":2005,"lang":"fr","type":"report","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational training; Work environment; Pilotage; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01788591,0.0005346824,0.0004322362,0.002439145,0.006283027,0.009806353,0.001372975,0.001658866,0.01330258],"category_scores_gemma":[0.02413162,0.0005346473,0.0004626049,0.001640055,0.006991907,0.004581465,0.007581226,0.002546346,0.002445684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481399,"about_ca_system_score_gemma":0.0395455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.134911,"about_ca_topic_score_gemma":0.2521235,"domain_scores_codex":[0.9876474,0.00550743,0.0005278809,0.001225339,0.003653856,0.001438057],"domain_scores_gemma":[0.9663442,0.01130685,0.003368125,0.002528605,0.01109833,0.005353843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001760113,0.0003519446,0.06719616,0.001012456,0.00004420392,0.0005780961,0.6261447,0.0004284888,0.01155198,0.06220502,0.009782414,0.2205285],"study_design_scores_gemma":[0.00002859731,0.0004787471,0.2267902,0.002149819,0.00006446214,0.0005353676,0.4709158,0.001288876,0.00712608,0.01469351,0.2757402,0.0001883473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6820545,0.001701002,0.0349972,0.01344878,0.0002529122,0.001210003,0.0004651856,0.0002478921,0.2656226],"genre_scores_gemma":[0.8909198,0.001231017,0.02061102,0.0009708909,0.00004572026,0.0008008197,0.0002638889,0.00008277346,0.08507407],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.134911,"threshold_uncertainty_score":0.2682515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05583366708951491,"score_gpt":0.3316433616596068,"score_spread":0.2758096945700919,"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."}}