{"id":"W4378555741","doi":"10.15453/0191-5096.3224","title":"Journal of Sociology & Social Welfare Vol. 34, No. 1 (March 2007)","year":2007,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Social Welfare; Welfare; Economics; Political science; Law; Market economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001900344,0.0008825437,0.0009226016,0.002508257,0.003827164,0.00891073,0.0006599249,0.003245908,0.07428516],"category_scores_gemma":[0.005581132,0.0005206667,0.0003396943,0.003833869,0.004389334,0.002922189,0.003138768,0.003578156,0.02095363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004957044,"about_ca_system_score_gemma":0.008668066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155551,"about_ca_topic_score_gemma":0.01558338,"domain_scores_codex":[0.9985479,0.0006443982,0.00005194724,0.0001075476,0.0004721781,0.000176074],"domain_scores_gemma":[0.9974391,0.001005961,0.0001262125,0.0001729307,0.000805773,0.0004499232],"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":[0.000009814731,0.00005546479,0.001268326,0.0002711854,0.000008577951,0.00005898501,0.001441725,0.00005395323,0.00006372736,0.03501115,0.9045314,0.05722567],"study_design_scores_gemma":[0.000006255631,0.00000918837,0.001113943,0.0007246396,0.000004438746,0.00006299661,0.001390161,0.00003377694,0.0000131621,0.008674653,0.9879628,0.000003964284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002494324,0.26013,0.0008247136,0.2215044,0.01882818,0.00009685677,0.0003954152,0.0001351626,0.4955909],"genre_scores_gemma":[0.08417821,0.339551,0.001168972,0.05885321,0.03063548,0.0003282969,0.0006131697,0.0002547606,0.4844168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9257149,"threshold_uncertainty_score":0.2485086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288401169570476,"score_gpt":0.3857026480985993,"score_spread":0.3428186364028946,"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."}}