{"id":"W1867037696","doi":"","title":"Disability benefits: a substitute for Income Support for single mothers with no qualifications in the UK","year":2009,"lang":"en","type":"preprint","venue":"Open Research Online (The Open University)","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welfare; Single mothers; Income Support; Quarter (Canadian coin); Low income; Survey of Income and Program Participation; Demographic economics; Child support; Disability benefits; Labour economics; Economics; Psychology; Medicine; Social security; Developmental psychology; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.007171586,0.0001981083,0.0004110716,0.0001455546,0.003664618,0.0008659824,0.007291349,0.0002229505,0.00004038208],"category_scores_gemma":[0.001088087,0.0001214885,0.0001434806,0.001173373,0.001962893,0.0004013237,0.002236675,0.0006866872,0.000008041232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006781633,"about_ca_system_score_gemma":0.001709988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05817187,"about_ca_topic_score_gemma":0.2559078,"domain_scores_codex":[0.9967212,0.001143114,0.0002532127,0.0005838913,0.0006080578,0.0006905065],"domain_scores_gemma":[0.9964468,0.001705116,0.0001828302,0.0007791091,0.0007681577,0.0001180038],"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":[0.002503414,0.00259746,0.007747316,0.0001836051,0.0004150449,0.00001241286,0.05972592,0.0003592191,0.000009909881,0.9092553,0.006448122,0.01074231],"study_design_scores_gemma":[0.003191981,0.0009795547,0.02135541,0.0003998786,0.0001498287,8.140222e-7,0.2036615,0.00008390175,0.00001231844,0.06832545,0.7010593,0.0007799702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1062729,0.00007406676,0.000215312,0.2154657,0.0003469796,0.04884768,0.003801785,0.00005957656,0.624916],"genre_scores_gemma":[0.8937248,0.001979636,0.008289132,0.001150137,0.001763873,0.001100645,0.001097908,0.00008402809,0.09080984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8409298,"threshold_uncertainty_score":0.9980797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3274274907160857,"score_gpt":0.4863116514510407,"score_spread":0.158884160734955,"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."}}