{"id":"W2742830565","doi":"10.1177/1473325017723700","title":"The Computer Social Worker: Regulatory practices, regulated bodies and science","year":2017,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Reflexivity; Sociology; Autoethnography; Narrative; Underpinning; Social work; Epistemology; Engineering ethics; Public relations; Social science; Political science; Engineering","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","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01034983,0.0001753715,0.000237615,0.00005508469,0.0803558,0.002362097,0.0008895586,0.0001838719,0.0001466804],"category_scores_gemma":[0.00766898,0.0001529254,0.00009415153,0.0006934697,0.01095762,0.001243408,0.0002166137,0.0004215738,0.00009961747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249792,"about_ca_system_score_gemma":0.0007606622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004938105,"about_ca_topic_score_gemma":0.000661627,"domain_scores_codex":[0.9954364,0.002280689,0.0003047273,0.0004137955,0.0009431593,0.0006212053],"domain_scores_gemma":[0.9943373,0.003090635,0.001495867,0.0002929221,0.0006165057,0.0001667384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007280324,0.0000316329,0.000924296,0.000002900083,0.00004735749,8.306092e-7,0.4735875,4.603779e-8,0.000006840348,0.435594,0.04027273,0.04945909],"study_design_scores_gemma":[0.0002448265,0.00001820834,0.1342669,0.00001274844,0.00003580856,2.442757e-7,0.2545944,0.000001471561,0.000004697635,0.03359228,0.5769876,0.0002409116],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2071341,0.0009437134,0.0001018155,0.5997334,0.004432291,0.0007587398,0.000008301644,0.0002280252,0.1866596],"genre_scores_gemma":[0.9751077,0.0000922578,0.0007453864,0.0005922146,0.00251565,0.00003465759,0.000002139621,0.00001962207,0.02089034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7679737,"threshold_uncertainty_score":0.9986736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220434757648528,"score_gpt":0.489430440652785,"score_spread":0.3673869648879321,"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."}}