{"id":"W2256518632","doi":"","title":"EXPLORING THE GAP BETWEEN TEACHER CERTIFICATION AND PERMANENT EMPLOYMENT IN ONTARIO: AN INTEGRATIVE LITERATURE REVIEW","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Position (finance); Teacher preparation; Pedagogy; Teacher education; Alternative teacher certification; Faculty development; Sociology; Psychology; Mathematics education; Political science; Professional development; Business; Law","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":[0.006520033,0.0005859467,0.001818383,0.01703578,0.0034822,0.006551485,0.001821021,0.001511396,0.003370983],"category_scores_gemma":[0.0201884,0.0008240376,0.001156032,0.03634945,0.003059425,0.003067968,0.002305751,0.001037765,0.0002047043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05796064,"about_ca_system_score_gemma":0.1739902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8830894,"about_ca_topic_score_gemma":0.9565545,"domain_scores_codex":[0.9961564,0.0007583313,0.0007189082,0.0003983272,0.001513229,0.0004548432],"domain_scores_gemma":[0.9743357,0.01378691,0.003967387,0.0002861045,0.006573831,0.001050096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000256214,0.0001385165,0.08026418,0.2329819,0.001334878,0.001925281,0.06572805,0.0006727253,0.0006041842,0.0207601,0.03673551,0.5585985],"study_design_scores_gemma":[0.00005282927,0.0001260791,0.3680598,0.2635129,0.003288125,0.00093412,0.08738837,0.0003305296,0.0002711425,0.003108485,0.2727611,0.0001664864],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.016318,0.9684334,0.0001906399,0.005670825,0.0002569868,0.00006522104,0.0007722345,0.000008980487,0.008283682],"genre_scores_gemma":[0.1090536,0.8881481,0.0005439211,0.0008267376,0.0001456726,0.0001011067,0.0004610272,0.000007391812,0.0007125238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9420394,"threshold_uncertainty_score":0.4205359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2706549411267865,"score_gpt":0.4182759636934178,"score_spread":0.1476210225666313,"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."}}