{"id":"W4414586647","doi":"10.1111/jir.70042","title":"Personal, Social and Vocational Outcomes of Inclusive University for People With Intellectual Disability","year":2025,"lang":"en","type":"article","venue":"Journal of Intellectual Disability Research","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney; Department of Social Services, Australian Government; Australian Government","keywords":"Intellectual disability; Inclusion (mineral); Medical model of disability; Vocational education; Intellectual ability; Vocational rehabilitation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005370124,0.0001413999,0.0004869063,0.0001746931,0.001077434,0.00007611379,0.0004966616,0.0001271426,0.0008434972],"category_scores_gemma":[0.02273726,0.0001168271,0.0002244214,0.001111599,0.005738034,0.000266787,0.0002034512,0.0004567768,0.000003436237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385489,"about_ca_system_score_gemma":0.00197893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799338,"about_ca_topic_score_gemma":0.008136882,"domain_scores_codex":[0.9966244,0.00109963,0.0005318875,0.0003022747,0.001044858,0.0003969404],"domain_scores_gemma":[0.9841338,0.01308481,0.0001571166,0.0001776855,0.002249043,0.000197534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003329685,0.00356987,0.5937571,0.0003291324,0.0003539624,3.735251e-7,0.3459557,0.000004555595,0.00006859662,0.02058668,0.0172295,0.01481483],"study_design_scores_gemma":[0.001466947,0.001040574,0.38651,0.00009150997,0.00009510622,0.000002487246,0.5667595,0.00008699032,0.0001966362,0.009014126,0.0344965,0.0002395693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96517,0.00005029983,0.0006711046,0.029727,0.000147596,0.0006598183,0.00003418281,0.000009990961,0.003530016],"genre_scores_gemma":[0.9981721,0.00005637407,0.0003160521,0.00005586059,0.0001165234,0.000008809938,0.000004000088,0.000007179601,0.001263116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2208038,"threshold_uncertainty_score":0.9969678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09425145592136353,"score_gpt":0.4441693866392106,"score_spread":0.349917930717847,"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."}}