{"id":"W2528615636","doi":"10.1080/13603108.2016.1231720","title":"Investigating the effects of access initiatives for underrepresented groups","year":2016,"lang":"en","type":"article","venue":"Perspectives Policy and Practice in Higher Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Attendance; Underrepresented Minority; Medical education; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.04606792,0.0008053934,0.0007558121,0.001502816,0.003367715,0.003546065,0.002555102,0.002351315,0.008350766],"category_scores_gemma":[0.1237507,0.0003673007,0.001490493,0.001558555,0.0048484,0.003961488,0.008047978,0.002781404,0.0003462841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007532269,"about_ca_system_score_gemma":0.009010762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009552616,"about_ca_topic_score_gemma":0.010697,"domain_scores_codex":[0.9280032,0.05821268,0.001636862,0.002543245,0.004918877,0.004685125],"domain_scores_gemma":[0.8077456,0.1587887,0.01378014,0.005875728,0.006639684,0.007170018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02394469,0.09590836,0.1725037,0.004525736,0.001604152,0.001024581,0.1158696,0.008435094,0.00486714,0.06906752,0.003559133,0.4986902],"study_design_scores_gemma":[0.01003751,0.1884665,0.5275256,0.003201029,0.003786995,0.000322566,0.1608229,0.01074195,0.01771486,0.03911602,0.03795886,0.0003052246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780165,0.0002567399,0.001251485,0.001785562,0.00008481787,0.001450814,0.00008847428,0.0000256949,0.01704001],"genre_scores_gemma":[0.9943257,0.0001550834,0.001771552,0.000409431,0.0000391317,0.00194724,0.00003586871,0.000006402969,0.001309636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04606792,"threshold_uncertainty_score":0.2436334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016371675732712,"score_gpt":0.5103927041131956,"score_spread":0.4087555365399244,"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."}}