{"id":"W2805310559","doi":"10.11575/prism/38768","title":"Initial Teacher Education in Ontario: The First Year of Four-Semester Teacher Education Programs","year":2017,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministère de l’Éducation, Gouvernement de l’Ontario; Office of International Science and Engineering; Brock University; Government of Ontario; University of Windsor; American Educational Research Association","keywords":"Mathematics education; Pedagogy; Teacher education; Medical education; Psychology; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00213009,0.0001858072,0.000393898,0.001096571,0.009024065,0.002975183,0.001728338,0.000980211,0.004001753],"category_scores_gemma":[0.006728851,0.0004933658,0.0002626186,0.001520455,0.001527871,0.001083482,0.003120541,0.002161345,0.000593558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06406038,"about_ca_system_score_gemma":0.08111125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686939,"about_ca_topic_score_gemma":0.9917354,"domain_scores_codex":[0.9968519,0.0003399824,0.0000663843,0.0001527896,0.0008426633,0.001746291],"domain_scores_gemma":[0.9908152,0.0006729213,0.0006562094,0.0002046649,0.002428486,0.0052226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290789,0.002101572,0.4503247,0.0004040387,0.00004665514,0.001507392,0.2267163,0.0006505831,0.003677417,0.005918014,0.06205149,0.2453111],"study_design_scores_gemma":[0.00002716383,0.0003693355,0.8518199,0.0001274665,0.00001155227,0.00006211842,0.07708206,0.0002290407,0.0005707756,0.0002823949,0.06938194,0.00003624002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541515,0.0004527924,0.0003764433,0.00625945,0.00008083464,0.0003941454,0.001770296,0.0000802632,0.03643423],"genre_scores_gemma":[0.963293,0.0003463338,0.0005349492,0.0006182422,0.00002382301,0.0002234813,0.0009545867,0.0000231181,0.0339825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06406038,"threshold_uncertainty_score":0.4647927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028596495584952,"score_gpt":0.3751053937308657,"score_spread":0.2722457441723704,"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."}}