{"id":"W1608243681","doi":"10.7202/019577ar","title":"La construction des compétences pour enseigner","year":2008,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0142302,0.0006921481,0.0004579293,0.003160984,0.005177499,0.01049656,0.001193234,0.002370034,0.006290024],"category_scores_gemma":[0.02545282,0.0004484295,0.0006430605,0.001929565,0.02370642,0.01137896,0.008605018,0.003672234,0.001092924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006057478,"about_ca_system_score_gemma":0.01136222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161959,"about_ca_topic_score_gemma":0.01152066,"domain_scores_codex":[0.983162,0.01083545,0.0006525438,0.00119819,0.002900492,0.001251177],"domain_scores_gemma":[0.9796917,0.009050954,0.002641654,0.001714475,0.003414244,0.003487088],"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":[0.00002934404,0.00007079219,0.009764638,0.0002345797,0.00002697941,0.0004290837,0.203565,0.0005228386,0.001344941,0.7365255,0.001824719,0.04566157],"study_design_scores_gemma":[0.00003552768,0.0001809636,0.03805557,0.00109916,0.00005022041,0.001244285,0.191726,0.002677077,0.002216549,0.5023469,0.2601922,0.0001754823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3466069,0.004172673,0.1109212,0.02907033,0.0003580686,0.0002279328,0.0001222042,0.0001701497,0.5083505],"genre_scores_gemma":[0.972974,0.0008184901,0.01229803,0.000352596,0.00004677283,0.00007475923,0.00005264672,0.00004594311,0.01333679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0142302,"threshold_uncertainty_score":0.07525736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6426660324298415,"score_gpt":0.4975035814920961,"score_spread":0.1451624509377455,"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."}}