{"id":"W4367335334","doi":"10.15453/0191-5096.4024","title":"Journal of Sociology & Social Welfare Vol. 43, No. 3 (September 2016)","year":2016,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; DePaul University","keywords":"Sociology; Social Welfare; Welfare; Social science; Economics; Political science; Law; Market economy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001634459,0.0007364247,0.0007703981,0.001857318,0.004041379,0.007947917,0.0004677284,0.002851943,0.05952989],"category_scores_gemma":[0.003371905,0.0003657877,0.000348746,0.003090958,0.005122625,0.003060162,0.003388487,0.002919107,0.01255205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005461422,"about_ca_system_score_gemma":0.006893995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631124,"about_ca_topic_score_gemma":0.01266464,"domain_scores_codex":[0.9987307,0.0006738349,0.0000496387,0.0000995899,0.0002803446,0.0001658279],"domain_scores_gemma":[0.9986833,0.000517341,0.00008540364,0.00009595113,0.0003610375,0.0002570069],"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":[0.00001936582,0.0000849222,0.001989636,0.0005235117,0.0000136669,0.0001139921,0.004617603,0.00009818451,0.000156342,0.136137,0.7696559,0.08658986],"study_design_scores_gemma":[0.000005051832,0.00001026782,0.001200705,0.0008693096,0.000003731281,0.00005728444,0.002649773,0.00003733411,0.00002095848,0.01752575,0.9776154,0.000004417647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004242682,0.355174,0.0009177906,0.1926612,0.01282032,0.00005268752,0.0003228803,0.00007779363,0.4337308],"genre_scores_gemma":[0.1486033,0.382615,0.000928475,0.03413928,0.01843572,0.0002045021,0.0003980375,0.0002008481,0.4144748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9404701,"threshold_uncertainty_score":0.1991473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496632905276557,"score_gpt":0.3410015643446956,"score_spread":0.30603523529193,"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."}}