{"id":"W2262368508","doi":"10.7202/1034148ar","title":"Leadership Support of Supervision in Social Work Practice","year":2015,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Social work; Cornerstone; Restructuring; Public relations; Human services; Context (archaeology); Work (physics); Organizational culture; Leadership style; Knowledge management; Psychology; Sociology; Business; Political science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005129125,0.0001677016,0.0004894114,0.0001474402,0.001342793,0.00007694967,0.0004330011,0.0003081375,0.004707801],"category_scores_gemma":[0.006099962,0.0001987951,0.000167331,0.006675556,0.0003401542,0.0004619342,0.00002339505,0.0004636524,0.0006871002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037373,"about_ca_system_score_gemma":0.004511602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0215607,"about_ca_topic_score_gemma":0.07642037,"domain_scores_codex":[0.9960402,0.00183288,0.0005243804,0.0002692019,0.0006389287,0.0006943713],"domain_scores_gemma":[0.997813,0.0005537112,0.000324373,0.0001527529,0.0004963586,0.0006598129],"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":[0.00002540187,0.00005809332,0.003524561,0.0001365214,0.00001977025,0.00001491192,0.03982957,6.644869e-8,1.30542e-7,0.04482096,0.8591686,0.05240143],"study_design_scores_gemma":[0.0001774687,0.00001095806,0.001778187,0.0001888787,0.00006633448,6.320864e-7,0.03555436,1.320675e-8,1.942094e-7,0.000393467,0.9616297,0.0001997737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005046093,0.02163677,0.000002005767,0.6305425,0.0009477549,0.0006714883,0.000007956105,0.00003606172,0.3456508],"genre_scores_gemma":[0.8628324,0.009797443,0.0006219313,0.08641811,0.003889008,0.0001771392,0.0001302022,0.0001062788,0.03602744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8623278,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2383905256217532,"score_gpt":0.4202789088892152,"score_spread":0.181888383267462,"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."}}