{"id":"W7098632803","doi":"","title":"Centre for Teacher Development, OISE/University of Toronto—November 2006 Teacher Induction: Challenges and Opportunities","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Teacher education; Professional development; Community of practice; Faculty development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001685133,0.0005314149,0.0004875338,0.0009593031,0.006765097,0.004604999,0.00109463,0.002002417,0.1240672],"category_scores_gemma":[0.003163494,0.0007473998,0.0003135659,0.001669788,0.001659261,0.001043798,0.002172192,0.001959895,0.01732191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02927276,"about_ca_system_score_gemma":0.07848667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7795528,"about_ca_topic_score_gemma":0.9471381,"domain_scores_codex":[0.998006,0.0001724534,0.00008426249,0.0002475649,0.0007556754,0.0007339864],"domain_scores_gemma":[0.9892318,0.0004038276,0.0003115412,0.0004294236,0.003250094,0.006373354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002763655,0.00006719315,0.008798472,0.0003513769,0.00001080676,0.0004535946,0.004933768,0.000193937,0.001340618,0.005939917,0.8826791,0.09495483],"study_design_scores_gemma":[0.00001998953,0.00003161523,0.0231503,0.0001224309,0.000004646975,0.00008054535,0.001993474,0.00007104484,0.0003249847,0.0002420525,0.973945,0.00001395262],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0760709,0.04064842,0.005153572,0.159004,0.009826712,0.001307831,0.02620489,0.002341927,0.6794417],"genre_scores_gemma":[0.07823216,0.004432459,0.003317431,0.002160124,0.0002554168,0.000165676,0.003134714,0.000365383,0.9079365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7795528,"threshold_uncertainty_score":0.4434909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942275900082392,"score_gpt":0.2196923705539922,"score_spread":0.02546478054575302,"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."}}