{"id":"W3191930452","doi":"10.1080/02650533.2021.1964454","title":"Social work in addiction: opportunities and alliances","year":2021,"lang":"en","type":"article","venue":"Journal of Social Work Practice","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Addiction; Social work; Psychology; Competence (human resources); Intervention (counseling); Clinical social work; Mental health; Social competence; Action (physics); Addiction medicine; Sociology; Social psychology; Psychotherapist; Social change; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00335992,0.0001254808,0.0003132656,0.00010347,0.002616693,0.000423671,0.0001819556,0.000234564,0.002520867],"category_scores_gemma":[0.005166752,0.0001420358,0.0001257496,0.002578396,0.0003467786,0.001861204,0.0000405186,0.0007588129,0.00003510166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406462,"about_ca_system_score_gemma":0.001257056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000443017,"about_ca_topic_score_gemma":0.0001203029,"domain_scores_codex":[0.9964259,0.001837906,0.0005380206,0.0001550515,0.0007287369,0.000314335],"domain_scores_gemma":[0.995545,0.002302721,0.0009828202,0.00005660371,0.0009513554,0.0001614574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0010988,0.0007073841,0.003908108,0.00001679696,0.000337724,0.0005008921,0.2363765,0.000003211511,0.000006645845,0.2010245,0.4132935,0.142726],"study_design_scores_gemma":[0.0003225822,0.00001530187,0.01122043,0.00002402226,0.0000967519,0.00001822037,0.1721192,6.526355e-8,0.000002209108,0.001012826,0.8150473,0.0001210311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01499028,0.004387036,0.00003167388,0.7745703,0.002200618,0.0001116266,0.000001812282,0.00002710013,0.2036796],"genre_scores_gemma":[0.9296271,0.007766574,0.00337769,0.007269172,0.008987209,0.00001457982,0.000006180028,0.00004299061,0.04290849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9146369,"threshold_uncertainty_score":0.9986818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045881558466273,"score_gpt":0.4049905368191964,"score_spread":0.3004023809725691,"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."}}