{"id":"W7132980878","doi":"","title":"Preparing for the first Ontario Teacher Qualifying Test: experiences of teacher candidates and teacher educators at the Ontario Institute for Studies in Education of the University of Toronto","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Assessments","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, India; Ministère de l’Éducation, Gouvernement de l’Ontario; University of Toronto; Office of International Science and Engineering; Educational Testing Service","keywords":"Licensure; CLARITY; Teacher education; Test (biology); Teacher preparation","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":[0.003415621,0.0003215981,0.0004681299,0.0007551241,0.01518043,0.003517059,0.001423024,0.001360964,0.003249483],"category_scores_gemma":[0.01143403,0.0004889915,0.0003613369,0.0008277083,0.003173669,0.00114024,0.003046925,0.002160212,0.0006786062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008803075,"about_ca_system_score_gemma":0.01814301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4201481,"about_ca_topic_score_gemma":0.7371677,"domain_scores_codex":[0.9964935,0.0008888189,0.0001470513,0.0001726475,0.000801993,0.001496026],"domain_scores_gemma":[0.9883062,0.001367815,0.001241968,0.000218555,0.002449553,0.006415924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000122898,0.0003031435,0.07907229,0.00008638157,0.00000613828,0.003643021,0.8950011,0.00006753618,0.002205953,0.000346111,0.003503755,0.01564175],"study_design_scores_gemma":[0.000005086584,0.000209883,0.04066274,0.00004551046,0.00000546145,0.0004892144,0.9429044,0.00006200528,0.000454854,0.00002452652,0.01510834,0.00002806614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965437,0.0001137013,0.000103919,0.0007819111,0.00002833429,0.00004258415,0.00002780279,0.00000708395,0.002350841],"genre_scores_gemma":[0.9899645,0.0003625982,0.0003099222,0.0004620666,0.00002119507,0.00004031096,0.00009487222,0.00001705935,0.008727387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9911969,"threshold_uncertainty_score":0.8354051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146438737492672,"score_gpt":0.4083969841291737,"score_spread":0.356932596754247,"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."}}