{"id":"W2912726486","doi":"","title":"Equitable admissions in Canadian teacher education: Where we are now, and where we might go","year":2018,"lang":"en","type":"article","venue":"","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Medical education; Public relations; Pedagogy; Political science; Psychology; Medicine","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":[0.01665222,0.0004531639,0.0007679628,0.002431005,0.01986333,0.01415046,0.003879037,0.003865876,0.01545706],"category_scores_gemma":[0.05523604,0.0003534422,0.0006442229,0.004216459,0.008521857,0.006783455,0.009089022,0.007386581,0.0006993568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1303518,"about_ca_system_score_gemma":0.3657376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734408,"about_ca_topic_score_gemma":0.9916545,"domain_scores_codex":[0.9716768,0.005482901,0.0008094877,0.0009654597,0.009057108,0.01200833],"domain_scores_gemma":[0.9375609,0.005103072,0.002201224,0.001176132,0.01770941,0.03624923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004419742,0.0003303107,0.07912365,0.0006362763,0.0001227661,0.0007237124,0.01078151,0.003402667,0.000516175,0.2207669,0.2959922,0.387162],"study_design_scores_gemma":[0.0002624384,0.0002829488,0.2389576,0.003250421,0.0001598373,0.0004656688,0.07451581,0.003975685,0.0007176925,0.1091394,0.5675694,0.0007030828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1156013,0.01139512,0.002250904,0.7801851,0.002298804,0.0002433763,0.0008864897,0.0001214172,0.08701746],"genre_scores_gemma":[0.9169113,0.007834107,0.0041009,0.04272186,0.000948518,0.0001233254,0.0005161633,0.0000895185,0.02675437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8696482,"threshold_uncertainty_score":0.9457726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616563892911353,"score_gpt":0.4066450617398127,"score_spread":0.3304794228106991,"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."}}