{"id":"W4402478941","doi":"10.14738/assrj.116.17135","title":"Determinants of Students with Disabilities’ Attainment of Graduate/Professional Program Admission Credentials","year":2024,"lang":"en","type":"article","venue":"Advances in Social Sciences Research Journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Psychology; Medical education; Mathematics education; Pedagogy; 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":[0.0007087404,0.0001493711,0.0001394575,0.0008448899,0.00066588,0.0009163817,0.0002832688,0.0003549767,0.004496057],"category_scores_gemma":[0.005762762,0.00009875435,0.0002301848,0.0005090917,0.0004611423,0.0003892519,0.001367747,0.0008831203,0.0004952264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377395,"about_ca_system_score_gemma":0.0008430624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015188,"about_ca_topic_score_gemma":0.0129508,"domain_scores_codex":[0.9994327,0.00008724599,0.00004573297,0.00004895489,0.0001164964,0.0002687568],"domain_scores_gemma":[0.9955728,0.0004659343,0.001084937,0.0001089165,0.0003531394,0.002414116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000220771,0.0001927211,0.9946799,0.000005077718,0.000006036648,0.0000696109,0.0003331119,0.00004360948,0.000148384,0.0001003135,0.0001415876,0.004257734],"study_design_scores_gemma":[0.000001417659,0.00004857185,0.9987374,0.000006624846,0.000001309743,0.00006057404,0.0008195891,0.00009353036,0.00003638804,0.00004502606,0.0001473624,0.000002146998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993281,0.00001948505,0.00001448482,0.00009158357,0.000002920739,0.000004952652,0.00002526041,0.000001526433,0.0005115312],"genre_scores_gemma":[0.9997442,0.00001553257,0.00001225001,0.000009686899,0.000002612764,0.000002389438,0.00002756127,3.870586e-7,0.0001853733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015188,"threshold_uncertainty_score":0.02018559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254312412894441,"score_gpt":0.6112330667120094,"score_spread":0.3858018254225652,"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."}}