{"id":"W3129546632","doi":"","title":"Les programmes d’insertion professionnelle pour les enseignants débutants au Québec : mesures offertes et retombées perçues","year":2020,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Université de Sherbrooke","funders":"","keywords":"Socialization; Psychology; Teacher induction; Feeling; Professional development; Attrition; Quality (philosophy); Pedagogy; Medical education; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001827875,0.0003248946,0.0003930568,0.0004397826,0.001326842,0.000160766,0.0004964141,0.0003861508,0.000856569],"category_scores_gemma":[0.00370783,0.0003444728,0.0001665785,0.0007868715,0.000290351,0.0008914563,0.00001706775,0.000655172,0.00002956031],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008594407,"about_ca_system_score_gemma":0.08455633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7281752,"about_ca_topic_score_gemma":0.9727694,"domain_scores_codex":[0.9964464,0.001159631,0.0008774044,0.0003718691,0.0002366045,0.000908077],"domain_scores_gemma":[0.9951348,0.0002659439,0.000989866,0.0001755982,0.0013598,0.002073989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003018271,0.0001525756,0.1595532,0.0002378674,0.00007752534,0.00001130829,0.6240919,0.00002295767,0.0004575234,0.006910308,0.03170126,0.1767533],"study_design_scores_gemma":[0.0003149234,0.0001584205,0.3993393,0.0017408,0.000132882,0.00006075054,0.3969397,0.00008078092,0.0002240913,0.002108152,0.1984594,0.0004407022],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7765721,0.004824086,0.0001188772,0.2109915,0.005691343,0.0003832008,0.00002166584,0.00001787651,0.001379384],"genre_scores_gemma":[0.9808848,0.0002759017,0.001043821,0.001553169,0.002403327,0.0000399637,0.00007897575,0.00004961632,0.01367044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2445942,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316495689338101,"score_gpt":0.3512383612285762,"score_spread":0.2195887922947661,"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."}}