{"id":"W3123060967","doi":"","title":"Experience of multiple disadvantage among Roma, Gypsy and Traveller children in England and Wales","year":2018,"lang":"en","type":"article","venue":"LSE Research Online Documents on Economics","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantage; Census; Microdata (statistics); Poverty; Geography; Population; Ethnic group; Child poverty; Irish; Quarter (Canadian coin); Demographic economics; Demography; Economic growth; Socioeconomics; Political science; Sociology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007282514,0.0001437884,0.0003062457,0.0002120072,0.0004111409,0.00001691466,0.0001603066,0.0001047617,0.00007989141],"category_scores_gemma":[0.0003016547,0.0001224094,0.00002011542,0.00009747835,0.0005654472,0.0002255398,0.0003348732,0.0004180823,0.00001846845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007857779,"about_ca_system_score_gemma":0.00004909498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837187,"about_ca_topic_score_gemma":0.01233714,"domain_scores_codex":[0.9982594,0.0002548814,0.0004519977,0.0003861898,0.0001257006,0.0005218318],"domain_scores_gemma":[0.9987057,0.0007099965,0.0001030029,0.0002690891,0.00007084513,0.0001414092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001718922,0.0001507601,0.9819245,0.00004156342,0.00002891625,0.00000200881,0.01233885,0.000001027028,0.00007903382,0.0001915045,0.000100208,0.004969709],"study_design_scores_gemma":[0.002103257,0.0002958921,0.9874353,0.0001425262,0.000002733894,8.063138e-7,0.004949206,0.0004429387,0.000170862,0.0004430895,0.00389017,0.0001232594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974838,0.0001841787,0.000001480668,0.0004907295,0.00009108239,0.0006869369,0.000129522,0.0000103069,0.0009219598],"genre_scores_gemma":[0.9945208,0.003873985,0.0002065302,0.00008192373,0.0001689644,0.00005896795,0.00002862414,0.00001938868,0.001040749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049995,"threshold_uncertainty_score":0.6884415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0762513089100633,"score_gpt":0.4647498800822802,"score_spread":0.3884985711722169,"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."}}