{"id":"W4412844671","doi":"10.25071/28169344.143","title":"An Analysis of Disability in Higher Education","year":2025,"lang":"en","type":"article","venue":"YU-WRITE Journal of Graduate Student Research in Education","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001747641,0.0002390952,0.000325153,0.005884929,0.01775224,0.006077902,0.001364923,0.0008106611,0.006411365],"category_scores_gemma":[0.004337239,0.0001269094,0.0002144377,0.00982792,0.01072636,0.002054981,0.007488544,0.0015571,0.000239056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07811788,"about_ca_system_score_gemma":0.09488862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9410582,"about_ca_topic_score_gemma":0.9679542,"domain_scores_codex":[0.9963835,0.0003951027,0.00006228622,0.0001276608,0.001085712,0.001945717],"domain_scores_gemma":[0.9963171,0.000623288,0.0003832977,0.00006885626,0.001240841,0.001366643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004566507,0.0000853681,0.09327872,0.0002522202,0.00001229971,0.001429268,0.6930603,0.0002841574,0.0004211908,0.1173099,0.01398646,0.07983437],"study_design_scores_gemma":[0.000002229254,0.00001373614,0.102773,0.0002522318,0.000006282274,0.0001455956,0.8096778,0.0001132376,0.0001394025,0.002442724,0.08441713,0.00001675829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880893,0.002425682,0.0005247265,0.01105772,0.0001121165,0.0000759066,0.0004435272,0.00001091727,0.09726009],"genre_scores_gemma":[0.9867915,0.001015035,0.000129575,0.0005677255,0.00001625191,0.00001391306,0.00009743316,0.000006204162,0.01136235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9410582,"threshold_uncertainty_score":0.5667876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2681406004858546,"score_gpt":0.5890403441891845,"score_spread":0.3208997437033299,"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."}}