{"id":"W7163142286","doi":"10.63084/biomedpha.v2i1.86","title":"Employment Inclusion and Social Sustainability for Individuals with Intellectual Disabilities","year":2025,"lang":"","type":"article","venue":"BioMedPha","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fleming College","funders":"","keywords":"Workforce; Sustainability; Inclusion (mineral); Workforce development; Supported employment; Social sustainability; Empirical evidence; Empirical research","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":[0.004847592,0.0002081431,0.0003067135,0.001437057,0.004102514,0.004897052,0.0009477762,0.001092628,0.004399626],"category_scores_gemma":[0.01396632,0.0001053117,0.0005263014,0.001231517,0.004242502,0.003624247,0.01242589,0.001384692,0.0003122661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003171568,"about_ca_system_score_gemma":0.01409593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009126793,"about_ca_topic_score_gemma":0.03651229,"domain_scores_codex":[0.9957948,0.00224402,0.0001610363,0.0002136281,0.0006920284,0.0008943964],"domain_scores_gemma":[0.9957414,0.001489672,0.001050031,0.0002685957,0.0005527204,0.0008976648],"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":[0.00009232337,0.0008150623,0.204104,0.001076659,0.0001684898,0.0005384705,0.02969586,0.00123571,0.0005057013,0.1037515,0.01052618,0.6474901],"study_design_scores_gemma":[0.00005738318,0.0008519526,0.3740161,0.01083081,0.0003617826,0.001111748,0.211123,0.001581251,0.00171828,0.1957117,0.2025191,0.0001169211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7785221,0.008889229,0.002937971,0.08250763,0.0002700367,0.00012128,0.0003093013,0.00005074004,0.1263918],"genre_scores_gemma":[0.9936399,0.002346241,0.0009910972,0.001436195,0.00005081005,0.00006293831,0.00006664584,0.000005081681,0.001401038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009126793,"threshold_uncertainty_score":0.02563679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830485826139486,"score_gpt":0.3577517868982004,"score_spread":0.3294469286368056,"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."}}