{"id":"W2966401076","doi":"10.7870/cjcmh-2018-026","title":"Work Accommodations in Canadian Social Firms: Supervisors’ and Workers’ Perspectives","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Interview; Mental health; Business; Work (physics); Perception; Psychology; Sustainability; Marketing; Applied psychology; Public relations; Engineering; Sociology; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002612256,0.00008337588,0.0002185996,0.0005360954,0.001898104,0.00007038913,0.0003162057,0.0001008761,0.0003348293],"category_scores_gemma":[0.00009101446,0.00009424437,0.00003567424,0.0005883026,0.0001723912,0.0002510343,0.00001268732,0.0008824457,0.00000985949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530812,"about_ca_system_score_gemma":0.01041126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9452574,"about_ca_topic_score_gemma":0.9991603,"domain_scores_codex":[0.9977251,0.001156335,0.0003398423,0.0000558905,0.0001746961,0.0005480927],"domain_scores_gemma":[0.9982883,0.0001092697,0.0001354673,0.0001049166,0.0001589833,0.001203053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008781849,0.00002969031,0.2886485,0.00002276431,0.00001059511,0.000003351382,0.6764836,5.101523e-7,2.827311e-7,0.02045662,0.003643466,0.01069191],"study_design_scores_gemma":[0.0002720196,0.00006891643,0.2241001,0.0001101946,9.190626e-7,0.000004682557,0.6717703,0.000001037757,1.500825e-7,0.0003956555,0.1031965,0.00007954391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7955294,0.001050186,3.677153e-7,0.1976197,0.0002472083,0.000176239,0.00002199361,0.000003676555,0.005351243],"genre_scores_gemma":[0.997306,0.0002821984,0.00003367997,0.002124166,0.00009505743,0.000001345493,0.000009293423,0.000008612637,0.0001396634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017766,"threshold_uncertainty_score":0.9994013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08389865642596847,"score_gpt":0.3777855887350399,"score_spread":0.2938869323090715,"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."}}