{"id":"W2320177004","doi":"","title":"EFFETS D’UNE DÉMARCHE COLLABORATIVE SUR LE SENTIMENTD’EFFICACITÉ PERSONNEL DES ENSEIGNANTS-RESSOURCES À L’ÉCOLESECONDAIRE","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Cégep de Jonquière","funders":"","keywords":"Humanities; Political science; Art","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":[0.01391733,0.0005844028,0.0008560213,0.001271524,0.002689268,0.004509977,0.001495689,0.0034284,0.02660322],"category_scores_gemma":[0.06187023,0.0003632493,0.0009813687,0.00102724,0.001670971,0.004046115,0.004253021,0.002081545,0.003262801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441708,"about_ca_system_score_gemma":0.005112606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728429,"about_ca_topic_score_gemma":0.01747861,"domain_scores_codex":[0.9906622,0.004453636,0.0005193981,0.001326052,0.001727855,0.001310957],"domain_scores_gemma":[0.8614051,0.08808835,0.01130813,0.008464882,0.01059289,0.02014055],"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":[0.02552794,0.01378904,0.3409501,0.002475164,0.00205169,0.001219294,0.03597065,0.01822542,0.009042838,0.03131631,0.04712523,0.4723063],"study_design_scores_gemma":[0.00352694,0.01243388,0.7828879,0.0006725113,0.001154419,0.0003773537,0.04817944,0.0117692,0.006608776,0.0198142,0.1122532,0.0003222292],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571258,0.001142329,0.002314862,0.01125871,0.0005264121,0.0001760763,0.00051507,0.0002428571,0.02669775],"genre_scores_gemma":[0.980866,0.000191609,0.00137994,0.0004836152,0.0002296478,0.0001494279,0.00023277,0.00003627332,0.01643071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660322,"threshold_uncertainty_score":0.08899665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09475348623666406,"score_gpt":0.3213358732181238,"score_spread":0.2265823869814598,"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."}}