{"id":"W2976467891","doi":"10.18733/cpi29485","title":"Improving Student Success for Diverse Students Utilizing Competency-Based Education","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Curriculum; Psychology; Mathematics education; Subjectivity; Pedagogy; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002541949,0.0005131818,0.0004061685,0.0008221694,0.001718785,0.002846199,0.0009313205,0.0004905667,0.006041452],"category_scores_gemma":[0.006461007,0.00009183972,0.0003565688,0.0004434957,0.0004618781,0.001172422,0.005404208,0.0006681207,0.001873523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007777695,"about_ca_system_score_gemma":0.002305536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001524233,"about_ca_topic_score_gemma":0.004191168,"domain_scores_codex":[0.997987,0.000659684,0.00007633885,0.0002040288,0.0006030472,0.0004698275],"domain_scores_gemma":[0.9959171,0.0003208951,0.0004709202,0.0002203066,0.0007480434,0.002322569],"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":[0.0003554389,0.01356384,0.2408725,0.00029312,0.0001253552,0.000392688,0.006395597,0.0009124448,0.006399008,0.003205485,0.005585579,0.721899],"study_design_scores_gemma":[0.0001706832,0.01271158,0.871299,0.001010995,0.0001712141,0.001091673,0.03725697,0.004052784,0.01955557,0.00732656,0.04521926,0.0001337025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796526,0.0002666728,0.00172222,0.0009603658,0.0000458209,0.0001096534,0.00007168062,0.00006342206,0.01710754],"genre_scores_gemma":[0.9951869,0.0002274653,0.001634019,0.0001771638,0.0000140721,0.00004881279,0.00007499779,0.00001115721,0.002625431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006041452,"threshold_uncertainty_score":0.02021062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4913420073024955,"score_gpt":0.5632102850245017,"score_spread":0.07186827772200616,"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."}}