{"id":"W6958864792","doi":"10.6084/m9.figshare.8034374.v1","title":"Defining Poverty: A Summary of Competing Models","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Index (typography); Measuring poverty; Measure (data warehouse); Human Development Index; Human Development Report","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221425,0.002537645,0.002930477,0.004241017,0.001855533,0.006260542,0.005250982,0.004120952,0.01004319],"category_scores_gemma":[0.02893759,0.0009409344,0.002777443,0.007319822,0.004152097,0.009364933,0.005530012,0.004994994,0.00104788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005385303,"about_ca_system_score_gemma":0.003269745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494838,"about_ca_topic_score_gemma":0.008499196,"domain_scores_codex":[0.992419,0.005146,0.0003038154,0.0007098672,0.0009631975,0.0004580732],"domain_scores_gemma":[0.9799408,0.0173726,0.00070535,0.0004355663,0.001148443,0.00039723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002533672,0.00004253258,0.001250177,0.0004101375,0.0000895011,0.00007098584,0.0002757785,0.02149131,0.00001672524,0.9487314,0.008083981,0.01951209],"study_design_scores_gemma":[0.00001046122,0.00001756327,0.0004887164,0.0003329119,0.00003458438,0.0000913008,0.0002266407,0.04422619,0.00001950194,0.9441704,0.01034756,0.00003430641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01501546,0.1368418,0.7136657,0.05220426,0.001752853,0.0003388165,0.002706244,0.0002297525,0.07724512],"genre_scores_gemma":[0.5141826,0.1937982,0.249137,0.008191357,0.005746237,0.002264773,0.003211479,0.0004557669,0.02301256],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01494838,"threshold_uncertainty_score":0.06459594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580176652081825,"score_gpt":0.3098538025794744,"score_spread":0.2440520360586561,"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."}}