{"id":"W1561823372","doi":"10.22329/csw.v11i2.5823","title":"Repositioning Social Work in Mental Health","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mandate; Work (physics); Curriculum; Social work; Sociology; Public relations; Inclusion (mineral); Psychology; Pedagogy; Political science; Social science; Psychotherapist; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001523427,0.0001320699,0.0002933629,0.00006441469,0.005992156,0.0002510531,0.0002119302,0.0002428904,0.00589879],"category_scores_gemma":[0.000850483,0.0001640464,0.0001372887,0.003225239,0.0004223177,0.0002955198,0.00004611068,0.0005011973,0.001262945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006915595,"about_ca_system_score_gemma":0.0004131613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003155031,"about_ca_topic_score_gemma":0.000127808,"domain_scores_codex":[0.9970654,0.0009807087,0.0003756188,0.0003169051,0.0005399951,0.0007213779],"domain_scores_gemma":[0.9988028,0.0007175989,0.0001042261,0.00008416367,0.00009010168,0.0002011338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001438248,0.0003031979,0.01775475,0.00001937955,0.00001650736,0.000004858932,0.1325613,3.718511e-7,0.000003331932,0.7343109,0.08891048,0.02597104],"study_design_scores_gemma":[0.0004047211,0.00002435586,0.05845376,0.00005796721,0.000009528831,5.362315e-7,0.05134449,5.277154e-7,0.000001534157,0.008477884,0.8809191,0.0003056292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08146061,0.0004114528,0.00004579062,0.7354797,0.003421573,0.0005325094,0.000004989623,0.0001710163,0.1784724],"genre_scores_gemma":[0.9857186,0.00001486097,0.0003700609,0.004292481,0.001540432,0.0000289216,0.00001290757,0.00002106738,0.008000688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.904258,"threshold_uncertainty_score":0.9995147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003018286806487,"score_gpt":0.4219047537267593,"score_spread":0.3818745708586944,"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."}}