{"id":"W2553784973","doi":"10.7202/1038604ar","title":"Similarities and Differences in Risk and Protective Factors in Teacher Induction for Prospective Elementary and Physical and Health Education Teachers","year":2017,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke; Université du Québec à Montréal; University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Teacher induction; Thematic analysis; Psychology; Context (archaeology); Psychological resilience; Qualitative research; Pedagogy; Social psychology; Professional development; Biology; Sociology","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":[0.002667449,0.000199468,0.0004233644,0.001274682,0.001607771,0.001579252,0.0005220245,0.0007102918,0.001781049],"category_scores_gemma":[0.01257844,0.0004470187,0.000551013,0.001027354,0.001230578,0.0009269044,0.001841324,0.001398536,0.0001861865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405782,"about_ca_system_score_gemma":0.001911283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634915,"about_ca_topic_score_gemma":0.01903241,"domain_scores_codex":[0.9984005,0.0004754014,0.0001642175,0.0002022967,0.0003112318,0.000446303],"domain_scores_gemma":[0.992595,0.002794062,0.002431397,0.0004642764,0.0004283295,0.001286996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209333,0.0002269601,0.9727302,0.00001965054,0.00001249326,0.0001956991,0.02252995,0.0000221473,0.000203004,0.0001470808,0.00005643722,0.003735559],"study_design_scores_gemma":[0.00000555804,0.0001310215,0.9755955,0.00003038677,0.000008452559,0.0001983427,0.02364658,0.00005302829,0.00007083568,0.00009026267,0.000163379,0.000006596075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995946,0.00008788968,0.0000323548,0.0000561232,0.000002841245,0.000006545014,0.000006949461,9.092899e-7,0.0002116915],"genre_scores_gemma":[0.9997432,0.00006710082,0.00003492061,0.00001023093,0.000001792532,0.000008369204,0.0000210004,9.840312e-7,0.0001124764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634915,"threshold_uncertainty_score":0.03250796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3049638032519724,"score_gpt":0.4942120585617209,"score_spread":0.1892482553097485,"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."}}