{"id":"W4200344590","doi":"10.1093/acrefore/9780199975839.013.1534","title":"Philpott, Florence","year":2021,"lang":"en","type":"reference-entry","venue":"Encyclopedia of Social Work","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Poverty; Sociology; Social work; Work (physics); Political science; Management; Public administration; Social science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007014643,0.0003646297,0.0008625056,0.00008109181,0.00146972,0.000121913,0.001164156,0.0009849988,0.00501815],"category_scores_gemma":[0.0007995684,0.0003835946,0.0004838191,0.002614151,0.001177654,0.0002132006,0.0002083128,0.0007662543,0.0001297851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147645,"about_ca_system_score_gemma":0.002938673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152873,"about_ca_topic_score_gemma":0.003993465,"domain_scores_codex":[0.9956113,0.0003799572,0.0006011322,0.0006510732,0.001887021,0.0008695948],"domain_scores_gemma":[0.9980173,0.0003445453,0.0007907598,0.0002733088,0.0003344826,0.0002395789],"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":[0.000008328196,0.0000677586,0.001211346,0.00005509341,0.0000415871,0.0000149759,0.02269118,2.965452e-7,5.146321e-8,0.01608448,0.8471842,0.1126407],"study_design_scores_gemma":[0.0001206844,0.00001534204,0.005981868,0.0002949885,0.00006003916,1.498414e-7,0.00642219,7.02613e-8,7.379445e-7,0.002221968,0.984454,0.0004279383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00111086,0.00994303,0.00001617209,0.00470805,0.007258413,0.0002937375,0.0001413687,0.00008388962,0.9764445],"genre_scores_gemma":[0.007263219,0.2025906,0.0003862166,0.000210104,0.01388332,0.00005808221,0.0001132211,0.00005330508,0.7754419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2010026,"threshold_uncertainty_score":0.9998616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470509329089513,"score_gpt":0.3014370143801946,"score_spread":0.2767319210892994,"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."}}