{"id":"W4381460193","doi":"10.53967/cje-rce.5639","title":"Moving from EDID Words to Policy Action: A Case Study of a Teacher Education Program’s Admissions Policy Reform","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"School Choice and Performance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Equity (law); Citizen journalism; Participatory action research; Action (physics); Diversity (politics); Psychology; Political science; Public relations; Sociology; Pedagogy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01778824,0.000391736,0.0006613192,0.001515303,0.03801106,0.009833472,0.003557232,0.006252415,0.003472946],"category_scores_gemma":[0.03565882,0.000784046,0.0006303164,0.002791036,0.01672822,0.005825213,0.01253677,0.01149442,0.0003414667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02830702,"about_ca_system_score_gemma":0.02425825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04099501,"about_ca_topic_score_gemma":0.09188838,"domain_scores_codex":[0.9663638,0.02565374,0.0006196886,0.0008621767,0.001982194,0.004518409],"domain_scores_gemma":[0.9742031,0.01645885,0.00187378,0.0009087617,0.001482188,0.005073328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001568614,0.0018207,0.01248267,0.0001864025,0.00002042999,0.007522981,0.8343299,0.001716594,0.001621905,0.09969939,0.005826702,0.03461544],"study_design_scores_gemma":[0.00004354437,0.0003133123,0.005518798,0.0001561187,0.00001312693,0.0005308049,0.9316634,0.001661128,0.001265653,0.005919999,0.05285748,0.00005669711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469372,0.0001603801,0.004374765,0.02704417,0.0001197409,0.0003579567,0.0000280866,0.00004765378,0.02093014],"genre_scores_gemma":[0.988975,0.000168808,0.002169475,0.002015565,0.00003601061,0.000236999,0.00001394514,0.00002392413,0.006360353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.959005,"threshold_uncertainty_score":0.2053828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836277572354807,"score_gpt":0.4074922695231104,"score_spread":0.3191294937995623,"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."}}