{"id":"W2147973601","doi":"10.7202/032011ar","title":"Enseignants débutants et pratiques de gestion de classe","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003965908,0.0004568632,0.0005083728,0.001040118,0.001452765,0.005011756,0.0008913861,0.001298224,0.01460493],"category_scores_gemma":[0.02652732,0.0002238876,0.0004891335,0.0008659145,0.002712472,0.003281992,0.002583271,0.001955685,0.00101229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027203,"about_ca_system_score_gemma":0.002151093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255935,"about_ca_topic_score_gemma":0.01675262,"domain_scores_codex":[0.9967278,0.001264605,0.000145327,0.0005991589,0.0008558974,0.0004072289],"domain_scores_gemma":[0.9807863,0.01164171,0.003292849,0.001364037,0.00162923,0.001285853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005518495,0.0009731312,0.2500905,0.001035166,0.0001434973,0.0009205639,0.3219492,0.0008864068,0.006784237,0.02980303,0.004843392,0.382019],"study_design_scores_gemma":[0.00004212039,0.0008514875,0.7209989,0.001085269,0.0001854374,0.0008194536,0.1596345,0.001567687,0.005091146,0.01695919,0.09258299,0.0001817924],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658458,0.002425415,0.005870666,0.00356329,0.0001276834,0.00006701455,0.0001519538,0.00006522617,0.02188303],"genre_scores_gemma":[0.9801533,0.001570124,0.002310637,0.0002063466,0.000040827,0.00006916143,0.00008876582,0.00003221001,0.0155287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460493,"threshold_uncertainty_score":0.04885834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6792181448289305,"score_gpt":0.5160062380809132,"score_spread":0.1632119067480173,"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."}}