{"id":"W4412993907","doi":"10.4018/979-8-3373-5686-0.ch009","title":"Towards a Framework to Support Employees With Hidden Disabilities","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Mary's University","funders":"","keywords":"Business; Psychology","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":[0.006971064,0.0007855346,0.0003517386,0.002340882,0.008985004,0.01001299,0.00295483,0.006101777,0.004426442],"category_scores_gemma":[0.002815366,0.0004063348,0.0005351382,0.001322808,0.01394019,0.009130308,0.0111743,0.01029111,0.002134603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009186001,"about_ca_system_score_gemma":0.03509437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01860259,"about_ca_topic_score_gemma":0.03132329,"domain_scores_codex":[0.9958476,0.002455226,0.0001054491,0.0002229738,0.0007707067,0.0005980292],"domain_scores_gemma":[0.9976102,0.0006870687,0.0001501128,0.00007764417,0.0004121537,0.001062792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008088119,0.0002173117,0.0005612595,0.0002724619,0.000003919572,0.0004727406,0.04152483,0.0005105352,0.0003765219,0.8118147,0.07550411,0.06873348],"study_design_scores_gemma":[0.00001560419,0.00007798479,0.0009227299,0.001438812,0.000007430202,0.0004284625,0.03372378,0.0006180882,0.0001935248,0.1754583,0.7870806,0.00003478089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0127053,0.03449167,0.0595085,0.2578294,0.004260895,0.0006310835,0.00006345443,0.0004258782,0.6300839],"genre_scores_gemma":[0.3454357,0.05622763,0.2244542,0.07500971,0.002093876,0.002558308,0.0003239216,0.0003651063,0.2935316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01860259,"threshold_uncertainty_score":0.06664938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466595697214682,"score_gpt":0.4024263696282563,"score_spread":0.2557667999067881,"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."}}