{"id":"W3091441902","doi":"10.1108/9781839822384","title":"The Peripatetic Journey of Teacher Preparation in Canada","year":2020,"lang":"en","type":"book","venue":"","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Teacher preparation; Mathematics education; Pedagogy; Art; Visual arts; Psychology; Teacher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005704867,0.0003239738,0.000254917,0.001027748,0.02555628,0.009017433,0.001005443,0.001311951,0.01090106],"category_scores_gemma":[0.001614137,0.0003207707,0.0002044874,0.002799436,0.007233675,0.001682326,0.002161976,0.003420223,0.001501473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1272924,"about_ca_system_score_gemma":0.2460644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933796,"about_ca_topic_score_gemma":0.9983041,"domain_scores_codex":[0.9985998,0.0001310136,0.00001921759,0.00008197228,0.0005143207,0.0006538003],"domain_scores_gemma":[0.9989308,0.0001221965,0.00003121846,0.00002261486,0.0004241091,0.0004691743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005275665,0.00004071523,0.002763743,0.0002170985,0.000005862481,0.0009763398,0.06716256,0.0006189736,0.0005206076,0.4479706,0.3595909,0.1200799],"study_design_scores_gemma":[0.000001836976,0.000005595021,0.00179059,0.000143768,0.000002565624,0.0001187129,0.02011275,0.00008483452,0.0001193368,0.002647802,0.97496,0.00001217927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02838997,0.02895139,0.001413635,0.06327453,0.002097358,0.00004681667,0.0003000858,0.0001728155,0.8753534],"genre_scores_gemma":[0.2827159,0.02900534,0.001443886,0.005878832,0.0001847088,0.0000366022,0.0002040909,0.0002123485,0.6803184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8727076,"threshold_uncertainty_score":0.9235753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042278346573452,"score_gpt":0.3646185759375973,"score_spread":0.2603907412802521,"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."}}