{"id":"W2507494358","doi":"10.7202/1037092ar","title":"Neo-Liberal Agenda and New Managerialism’s Impact on Social Work Education","year":2016,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Managerialism; Work (physics); Social work; Political science; Public administration; Sociology; Humanities; Social science; Law; Philosophy; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000964316,0.0002412068,0.0004003138,0.0001138245,0.003359162,0.0002427711,0.0003095678,0.0002511039,0.01145575],"category_scores_gemma":[0.000769245,0.0002033467,0.0002252991,0.002503496,0.0002676965,0.0003016467,0.00001986319,0.0002226365,0.0009786031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257528,"about_ca_system_score_gemma":0.004667183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0193222,"about_ca_topic_score_gemma":0.02218325,"domain_scores_codex":[0.9975088,0.0007998325,0.0003153022,0.000355931,0.0003440611,0.0006760862],"domain_scores_gemma":[0.9982759,0.0002981494,0.0002383361,0.0001658766,0.0001291882,0.0008925411],"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":[0.000009495464,0.00001123348,0.0004948212,0.00001987118,0.00002009903,0.000001340005,0.002396993,3.197409e-9,2.759532e-7,0.02827181,0.5744745,0.3942996],"study_design_scores_gemma":[0.0001376788,0.000008489033,0.0230963,0.0003346005,0.00007604784,5.310533e-7,0.0007319376,2.382087e-9,1.732288e-7,0.001843731,0.9734983,0.0002721661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005887647,0.01876638,0.000005161335,0.8016752,0.002987156,0.001052341,0.00002580226,0.00009963033,0.1695007],"genre_scores_gemma":[0.5330817,0.03043865,0.000296894,0.09188122,0.01820369,0.0002367845,0.00008527593,0.0001586422,0.3256171],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.709794,"threshold_uncertainty_score":0.9997993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494685348113188,"score_gpt":0.3948757987995419,"score_spread":0.31992894531841,"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."}}