{"id":"W4313136000","doi":"10.46692/9781447360957.011","title":"Welfare is ‘bad’: bringing it all together","year":2022,"lang":"en","type":"other","venue":"","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare; Internet privacy; Business; Computer science; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.01011732,0.0008541258,0.001093114,0.00421709,0.01131135,0.02491193,0.001611507,0.00482029,0.009277441],"category_scores_gemma":[0.02011392,0.0006454982,0.0005377741,0.004237197,0.05047195,0.03931265,0.01730855,0.0106367,0.001191119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007668846,"about_ca_system_score_gemma":0.005263655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375556,"about_ca_topic_score_gemma":0.005533726,"domain_scores_codex":[0.9875548,0.008736118,0.0002997946,0.0008691289,0.001704153,0.0008358721],"domain_scores_gemma":[0.9878196,0.009202994,0.0006521629,0.0008815226,0.0008886518,0.0005551518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003706512,0.00004089773,0.002087529,0.0006523393,0.00003344064,0.0002261345,0.2448768,0.0001344219,0.000215532,0.7101687,0.0168847,0.02464239],"study_design_scores_gemma":[0.000006800035,0.00004299001,0.002331119,0.002642994,0.00003053718,0.0002529986,0.3555219,0.0001389518,0.0003193864,0.2918892,0.3467833,0.00003980771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1339982,0.05890649,0.03270273,0.3722804,0.005914049,0.0002020589,0.000614816,0.0001923024,0.3951889],"genre_scores_gemma":[0.914663,0.02725126,0.00681913,0.03485119,0.001995699,0.000332273,0.0002625452,0.0003804385,0.01344443],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02491193,"threshold_uncertainty_score":0.05564171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801177645839765,"score_gpt":0.3535781851097087,"score_spread":0.3155664086513111,"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."}}