{"id":"W4297579719","doi":"10.46692/9781447301141.006","title":"Beyond headcount: measures that reflect the breadth and components of child poverty","year":2012,"lang":"en","type":"other","venue":"","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; International Development Research Centre; United Nations Development Programme; UNICEF; Robertson Foundation; Australian Agency for International Development","keywords":"Poverty; Child poverty; Economics; Demographic economics; Econometrics; Economic growth","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":[0.004353097,0.000544786,0.0007094956,0.01061833,0.0007675564,0.001853875,0.0008542512,0.0005037229,0.006885528],"category_scores_gemma":[0.02453546,0.0001971228,0.0005072525,0.01422509,0.001668526,0.003892411,0.003463758,0.0012347,0.0007120051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050315,"about_ca_system_score_gemma":0.001564112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489388,"about_ca_topic_score_gemma":0.007768732,"domain_scores_codex":[0.9938644,0.003083237,0.0003484294,0.0005329894,0.001947367,0.0002235798],"domain_scores_gemma":[0.9867829,0.005894432,0.003315215,0.001668844,0.001889154,0.0004493579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001750334,0.0001368248,0.3585966,0.0009681626,0.0004470449,0.0001504139,0.008346532,0.002468366,0.001085955,0.1814416,0.0294721,0.4167115],"study_design_scores_gemma":[0.00002572602,0.0002471591,0.6497723,0.0009191977,0.0001773011,0.0005738692,0.009569026,0.004729019,0.001626287,0.1507507,0.181439,0.0001703971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3164667,0.01748537,0.3125796,0.01183049,0.001230564,0.001263801,0.0376563,0.001267749,0.3002194],"genre_scores_gemma":[0.8596606,0.005740501,0.1105301,0.001622623,0.0009871478,0.001747823,0.006911342,0.0003016284,0.01249824],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01061833,"threshold_uncertainty_score":0.02303439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05566768976006771,"score_gpt":0.3178704834891406,"score_spread":0.2622027937290729,"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."}}