{"id":"W2122481302","doi":"10.7202/1014866ar","title":"What Are Schools Looking for in New, Inclusive Teachers?","year":2013,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Flexibility (engineering); Set (abstract data type); Knowledge base; Psychology; Focus group; Mathematics education; Focus (optics); Communication skills; Pedagogy; Medical education; Sociology; Computer science; Medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004462754,0.0002249241,0.0007591379,0.001437842,0.01426074,0.007712572,0.001747395,0.003107949,0.00510241],"category_scores_gemma":[0.008446326,0.0006394631,0.0004486324,0.001837725,0.005245037,0.006035281,0.003115222,0.002832725,0.0007169197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561287,"about_ca_system_score_gemma":0.03204765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1965566,"about_ca_topic_score_gemma":0.4883907,"domain_scores_codex":[0.9964786,0.000874221,0.0000952164,0.0002749749,0.0005120001,0.001764904],"domain_scores_gemma":[0.9853944,0.001318403,0.002256101,0.0002016381,0.001414065,0.009415395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003001234,0.0007903873,0.4207363,0.001282182,0.0000577151,0.002403996,0.4371889,0.00008733863,0.001450499,0.003439919,0.02794273,0.1043198],"study_design_scores_gemma":[0.00003148421,0.0001264319,0.2044211,0.0009289845,0.00004250476,0.0004662048,0.7574823,0.00002871606,0.0002063603,0.0008289928,0.03539466,0.00004225764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910377,0.005212849,0.0002045814,0.07064864,0.0004400211,0.00009338412,0.0001537774,0.00003575656,0.01283387],"genre_scores_gemma":[0.9863369,0.002745606,0.0004897009,0.006749619,0.00005407762,0.00004426489,0.00005901616,0.00001194308,0.00350885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1965566,"threshold_uncertainty_score":0.3908251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4378642024557171,"score_gpt":0.4856415584555508,"score_spread":0.04777735599983374,"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."}}