{"id":"W1498309447","doi":"10.1080/15332980903484988","title":"Living in the Shadows: A Canadian Experience of Mental Health Social Work","year":2010,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Carleton University; Royal Ottawa Mental Health Centre","funders":"","keywords":"Mental health; Social work; Context (archaeology); Work (physics); Social environment; Public relations; Sociology; Psychology; Psychiatry; Political science; Social science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004060758,0.0006948235,0.0009395916,0.002550165,0.05502316,0.00769375,0.00343615,0.002731553,0.00483534],"category_scores_gemma":[0.01024133,0.000863271,0.0007536832,0.005686902,0.01734537,0.002862164,0.01336865,0.006684994,0.0002622608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09505172,"about_ca_system_score_gemma":0.1479465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988167,"about_ca_topic_score_gemma":0.995326,"domain_scores_codex":[0.9888194,0.002084157,0.0003007541,0.0005618425,0.003682895,0.004550992],"domain_scores_gemma":[0.9883639,0.001628721,0.001318866,0.0003138543,0.002616539,0.005758044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007390182,0.00005859768,0.02911239,0.0001406242,0.00003152988,0.001872554,0.9465657,0.00006919853,0.0003795763,0.003338695,0.006057268,0.01230004],"study_design_scores_gemma":[0.000007503919,0.0000500907,0.0244608,0.0001677085,0.0000170661,0.0005423728,0.9449373,0.0000868796,0.00005163365,0.0003001086,0.02931242,0.00006612546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476218,0.003217774,0.0003537657,0.01831433,0.0003871672,0.000115345,0.0002513323,0.0000397097,0.02969884],"genre_scores_gemma":[0.9932675,0.001607608,0.0001888039,0.001797456,0.00004137917,0.00001898115,0.00006036606,0.00002306017,0.002994923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09505172,"threshold_uncertainty_score":0.6896517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840103892112585,"score_gpt":0.4097883903356292,"score_spread":0.3713873514145034,"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."}}