{"id":"W1953511693","doi":"10.3233/wor-2004-00394","title":"Consumer participation in the employment rehabilitation process: Contextual factors and implications for practice","year":2004,"lang":"en","type":"article","venue":"Work","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Rehabilitation; Citizen journalism; Process (computing); Work (physics); Psychology; Vocational education; Public relations; Occupational therapy; Participatory action research; Supported employment; Independent living; Vocational rehabilitation; Business; Applied psychology; Medical education; Marketing; Medicine; Sociology; Pedagogy; Gerontology; Political science; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102159,0.00004868099,0.00005580627,0.00002284322,0.0002915931,0.00006578124,0.0000736181,0.00003165334,0.0000130077],"category_scores_gemma":[0.003623495,0.00003652258,0.00001917771,0.0002362017,0.0001833145,0.0001978167,0.00000418568,0.00004119428,0.000004983203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117059,"about_ca_system_score_gemma":0.0001353397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383699,"about_ca_topic_score_gemma":0.002737157,"domain_scores_codex":[0.999328,0.0001315625,0.0001531179,0.0001315593,0.000119279,0.0001364992],"domain_scores_gemma":[0.9980636,0.001632379,0.00005546422,0.0001033618,0.0001022444,0.00004296066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000301885,0.0006331194,0.4776084,0.000009611103,0.000007243074,1.773166e-8,0.3391281,0.00004829908,0.000003310593,0.1767127,0.000932692,0.004886411],"study_design_scores_gemma":[0.0003404965,0.00007368874,0.7462196,0.00001835237,0.00002036047,8.733827e-8,0.146767,3.880947e-7,0.000005962984,0.02405635,0.08242058,0.00007706585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935726,0.00005617693,0.0001950021,0.1038579,0.00008046901,0.0009210139,0.000003275685,0.00002100679,0.001292504],"genre_scores_gemma":[0.9981516,0.00001046631,0.0003773765,0.0007697315,0.00003288124,0.0006042288,0.000009286929,0.000003400828,0.00004100414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2686113,"threshold_uncertainty_score":0.4337924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285459025078244,"score_gpt":0.4319260177490755,"score_spread":0.3690714274982931,"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."}}