{"id":"W7115225677","doi":"","title":"Destitution in the UK 2023 [full report]","year":2023,"lang":"en","type":"book","venue":"Edinburgh Research Explorer","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; European Commission; Joseph Rowntree Foundation; Heriot-Watt University","keywords":"Receipt; Government (linguistics); Pandemic; Action (physics); Poverty; Social security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005478478,0.0004490699,0.0002669455,0.001307885,0.001036189,0.002536509,0.0005393971,0.001947701,0.08758276],"category_scores_gemma":[0.002625652,0.0002529122,0.0004519417,0.00276833,0.0004848287,0.001616667,0.00154093,0.001506139,0.03170206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481819,"about_ca_system_score_gemma":0.00496204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06288765,"about_ca_topic_score_gemma":0.09878083,"domain_scores_codex":[0.9994874,0.00005573642,0.000046125,0.00002624362,0.0002825162,0.0001019819],"domain_scores_gemma":[0.9989753,0.0001874081,0.0001269256,0.00005941698,0.000336606,0.0003143434],"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":[0.000003666021,0.000001939115,0.0001554365,0.00008910395,7.804427e-7,0.000050052,0.0000627302,0.00001137107,0.00001532302,0.0008690719,0.9831638,0.01557677],"study_design_scores_gemma":[0.000003163401,0.000007425028,0.002730241,0.0002716883,0.000001023487,0.0001865081,0.0001651671,0.000009337332,0.00002312129,0.0002399592,0.9963575,0.000004778443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005378389,0.1299612,0.0004451516,0.08965934,0.05084882,0.0002673051,0.03513868,0.001059779,0.6872413],"genre_scores_gemma":[0.02133742,0.08199299,0.0006106482,0.02184276,0.004495166,0.0002839761,0.01254249,0.0003103076,0.8565842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08758276,"threshold_uncertainty_score":0.2929935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.314716305498751,"score_gpt":0.4939884461740743,"score_spread":0.1792721406753233,"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."}}