{"id":"W4412884369","doi":"10.1177/10519815251363489","title":"Employment pathway for people with physical, sensory, or chronic pain disabilities","year":2025,"lang":"en","type":"article","venue":"Work","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; The Wilson Centre","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Workforce; Psychological intervention; Qualitative research; Inclusion (mineral); Psychology; Social integration; Obstacle; Typology; Interpretative phenomenological analysis; Categorization; Public relations; Social psychology; Sociology; Economic growth; Political science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005584704,0.00009925252,0.000159937,0.00002400943,0.0004398054,0.00008977845,0.0001517677,0.00003501273,0.0003357895],"category_scores_gemma":[0.0004435114,0.00007263169,0.00006880589,0.0003636722,0.0002814388,0.00006086466,0.00002013746,0.00005036632,0.00003237979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151808,"about_ca_system_score_gemma":0.000650238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000695173,"about_ca_topic_score_gemma":0.01360038,"domain_scores_codex":[0.9989687,0.0001730587,0.0001229125,0.0002341267,0.0001960033,0.0003052027],"domain_scores_gemma":[0.9986908,0.0009112375,0.00002962855,0.000232259,0.0000570988,0.00007890723],"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":[0.0005747016,0.003119006,0.1629415,0.0004434283,0.0001930347,5.275185e-7,0.2569594,0.0002268798,0.00003704151,0.2562571,0.1751549,0.1440925],"study_design_scores_gemma":[0.0004000507,0.0002652827,0.004685711,0.0001310288,0.00002599507,3.935912e-8,0.07431319,0.00002524914,0.0001153631,0.00516035,0.9146634,0.000214294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419944,0.00009614494,0.001296008,0.03453985,0.0007183256,0.001608077,0.00001654041,0.0002313799,0.01949929],"genre_scores_gemma":[0.9334111,0.000007620674,0.0002377902,0.0005503367,0.0003457082,0.0005031155,0.000007265427,0.000009417072,0.06492765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7395086,"threshold_uncertainty_score":0.7589329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165824856011201,"score_gpt":0.3374260853049676,"score_spread":0.3057678367448556,"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."}}