{"id":"W7000664611","doi":"","title":"Framing Diversity and EDI Practices: A Comparison of Strategic Planning and Recruitment Materials in Two Canadian Universities","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Credibility; Equity (law); Strategic planning; Indigenous; Higher education; Educational attainment; Diversity (politics); Multiculturalism","routes":{"ca_aff":false,"ca_fund":false,"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":[0.01441705,0.0004599646,0.00049654,0.006675887,0.01595412,0.008576897,0.002120581,0.001296409,0.003607605],"category_scores_gemma":[0.04386955,0.0005541645,0.0004107087,0.009193551,0.006252469,0.002214034,0.006514813,0.001751074,0.0004122077],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1113104,"about_ca_system_score_gemma":0.137453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8932781,"about_ca_topic_score_gemma":0.9514694,"domain_scores_codex":[0.9857726,0.004571123,0.000575709,0.000512042,0.004597765,0.003970809],"domain_scores_gemma":[0.9704791,0.01192586,0.002136414,0.001044859,0.008439036,0.005974706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005850422,0.0008798371,0.07707353,0.0006431433,0.00003578585,0.0006230311,0.7562786,0.000587015,0.002188493,0.01121693,0.004046623,0.1458419],"study_design_scores_gemma":[0.0000484356,0.0003666929,0.1886467,0.0005685674,0.00003680361,0.00007648661,0.7529994,0.000652359,0.001142632,0.001088675,0.0542472,0.0001259361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634197,0.0003568736,0.0007234713,0.001523931,0.00003628022,0.0007914099,0.0002241731,0.00003161008,0.03289246],"genre_scores_gemma":[0.9885671,0.0005266367,0.002120835,0.0004754296,0.00001158364,0.0004103015,0.0002539057,0.00002617034,0.007608012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8932781,"threshold_uncertainty_score":0.8076172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4124043162682811,"score_gpt":0.4516559641464916,"score_spread":0.03925164787821056,"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."}}