{"id":"W4382049734","doi":"10.1080/23303131.2023.2226197","title":"Organizational Outcomes of Supervision within Human Services: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Human Services Organizations Management Leadership & Governance","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Competence (human resources); Human services; Human resources; Psychology; Knowledge management; Human resource management; Job satisfaction; Peer review; Business; Empirical research; Management; Political science; Computer science; Social psychology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001526078,0.0006519674,0.001751741,0.0003018947,0.002381967,0.0003275424,0.002141969,0.0003854941,0.005094773],"category_scores_gemma":[0.0003336419,0.0006820228,0.000294251,0.008701322,0.000227205,0.0007728243,0.0004165759,0.0004517683,0.00145306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004323834,"about_ca_system_score_gemma":0.0005834276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000921347,"about_ca_topic_score_gemma":0.006128442,"domain_scores_codex":[0.9941794,0.0009273415,0.001813299,0.0009018225,0.001563777,0.0006143794],"domain_scores_gemma":[0.9940044,0.0004717268,0.00356803,0.0009585271,0.0008032164,0.0001941455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001369099,0.0003393987,0.001097537,0.6710027,0.0007913424,0.00001032002,0.01407157,0.000005501802,2.735557e-7,0.3067646,0.001839658,0.004075754],"study_design_scores_gemma":[0.0002975535,0.00002183428,0.0004576773,0.3550884,0.002565367,0.000001293752,0.01876317,0.000001062283,4.930654e-7,0.0007599992,0.6210027,0.001040493],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009325507,0.9805804,0.00003211403,0.002976867,0.0007498683,0.00369607,0.00007381982,0.000512441,0.01136903],"genre_scores_gemma":[0.0001185236,0.9722416,0.0001890547,0.00200213,0.0003597445,0.0001645583,0.001215247,0.000229677,0.02347949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.619163,"threshold_uncertainty_score":0.9995631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531719380283544,"score_gpt":0.4212399758276142,"score_spread":0.2680680377992598,"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."}}