{"id":"W100331388","doi":"10.3138/jcfs.34.3.357","title":"Ethnicity and Inequality: British Children’s Experience of Means-Tested Benefits","year":2003,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receipt; Ethnic group; Poverty; Disadvantage; Inequality; Welfare; Welfare dependency; Demographic economics; Demography; Sociology; Economics; Economic growth; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022683,0.0001496041,0.0006853667,0.00008575408,0.000391845,0.00004750895,0.0002003776,0.00006641105,0.000005880344],"category_scores_gemma":[0.0005042604,0.0001417012,0.00009958795,0.000366119,0.0008508227,0.0002955321,0.00004527142,0.0002094549,6.066413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007218283,"about_ca_system_score_gemma":0.0001499705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006536718,"about_ca_topic_score_gemma":0.002481408,"domain_scores_codex":[0.9978495,0.0005294692,0.0006359832,0.0001617163,0.0005686949,0.0002546034],"domain_scores_gemma":[0.9976689,0.0003781781,0.000561634,0.00009628181,0.001173224,0.0001217554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003294869,0.0002258295,0.702013,0.00002254726,0.0004482621,0.000008950132,0.273769,0.0002051553,0.0003065322,0.02126244,0.001079302,0.0006260525],"study_design_scores_gemma":[0.0005040322,0.0001633479,0.7836201,0.0001068011,0.00004472359,0.00001188425,0.2129856,0.000007641696,0.00008812716,0.001731894,0.0005910672,0.0001448204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698253,0.02624058,0.0002559498,0.00006656862,0.0003647322,0.0001421914,0.00001727283,0.000009741517,0.003077616],"genre_scores_gemma":[0.9877705,0.01100346,0.0009069587,0.0001510068,0.00007921677,0.000003000077,4.182346e-7,0.000005730135,0.00007973765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08160702,"threshold_uncertainty_score":0.5778407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217293519850453,"score_gpt":0.376180004818998,"score_spread":0.2544506528339527,"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."}}