{"id":"W2183371963","doi":"","title":"Curbing Early-Career Teacher Attrition: A Pan-Canadian Document Analysis of Teacher Induction and Mentorship Programs.","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Teacher induction; Attrition; Jurisdiction; Exploratory analysis; Pedagogy; Political science; Exploratory research; Teacher education; Professional development; Sociology; Medical education; Psychology; Medicine; Law; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01145174,0.0004386879,0.0003902527,0.02176811,0.005464826,0.003296709,0.00182941,0.0005222791,0.00112761],"category_scores_gemma":[0.04478489,0.0002610111,0.0004347969,0.03927881,0.001124462,0.001353547,0.002162304,0.001310101,0.0002015177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07822298,"about_ca_system_score_gemma":0.2129056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882117,"about_ca_topic_score_gemma":0.9933364,"domain_scores_codex":[0.9881467,0.001419116,0.00100784,0.0006038647,0.007542964,0.00127948],"domain_scores_gemma":[0.9193662,0.007474065,0.008148713,0.001520743,0.06065155,0.002838686],"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":[0.0001811363,0.0001448078,0.3605063,0.005105025,0.0001662509,0.0004886594,0.1204005,0.000941935,0.001630581,0.01081339,0.08239201,0.4172295],"study_design_scores_gemma":[0.00001634812,0.00005853715,0.7336032,0.002216524,0.000202643,0.0001515601,0.07987197,0.001051353,0.001206909,0.0004204642,0.1810992,0.0001013086],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223343,0.06575207,0.008779203,0.02875661,0.0004704935,0.003348039,0.09347769,0.000386404,0.07669518],"genre_scores_gemma":[0.9250733,0.02429188,0.01883227,0.001176239,0.00006047622,0.000752238,0.02011324,0.00009186596,0.009608595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07822298,"threshold_uncertainty_score":0.5675501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057230426688329,"score_gpt":0.3792350888568896,"score_spread":0.2735120461880567,"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."}}