{"id":"W823862132","doi":"","title":"“Real work for good pay and a community to belong to”: Creating Alternative Workplaces for People with Mental Illness","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Work (physics); Psychology; Mental health; Business; Public relations; Psychiatry; Engineering; Political science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003061409,0.0003085877,0.0002620841,0.0007512147,0.0196306,0.007844306,0.001177895,0.001835877,0.002855741],"category_scores_gemma":[0.003086902,0.0002450109,0.0003292371,0.0009958195,0.01146046,0.00464944,0.007692418,0.002499893,0.0004119582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313262,"about_ca_system_score_gemma":0.02579439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09477334,"about_ca_topic_score_gemma":0.3427681,"domain_scores_codex":[0.9958191,0.002169131,0.0000806461,0.0001516236,0.0005798855,0.001199584],"domain_scores_gemma":[0.9975117,0.0004689319,0.0003427009,0.00009188666,0.0002374519,0.001347257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001725169,0.00008816736,0.006251666,0.0001204031,0.000004479105,0.0003971239,0.947477,0.00002220322,0.0003009608,0.0132834,0.008377257,0.02366008],"study_design_scores_gemma":[0.000006137122,0.00003461891,0.007351603,0.0001450938,0.000003827178,0.0001225765,0.9418093,0.00002723255,0.00005207775,0.001214581,0.04922255,0.00001032451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405707,0.002921472,0.001017889,0.04904815,0.0004468848,0.000200867,0.00005361244,0.00002346579,0.1057168],"genre_scores_gemma":[0.9832299,0.002168362,0.001301087,0.002339071,0.00004746682,0.00008482068,0.00003356907,0.00001187584,0.01078379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09477334,"threshold_uncertainty_score":0.1884434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289337632899289,"score_gpt":0.2979786082245888,"score_spread":0.2690448449346599,"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."}}