{"id":"W4362659832","doi":"10.4337/9781800883451.00076","title":"A comparison of income poverty measurement in Canada and the United States","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Unit (ring theory); Basic needs; Economics; Measuring poverty; Demographic economics; Development economics; Public economics; Economic growth; Political science; Geography; Psychology","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":[0.005645305,0.0002927912,0.0007753946,0.0002790924,0.0003494526,0.0004838718,0.0007510082,0.0002911474,0.00005293985],"category_scores_gemma":[0.001113039,0.0002217998,0.0001074184,0.0001137103,0.0004663802,0.0002525127,0.00027536,0.0009105182,0.00000355621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453461,"about_ca_system_score_gemma":0.002973078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988206,"about_ca_topic_score_gemma":0.9963496,"domain_scores_codex":[0.9958649,0.0004247971,0.0008474559,0.0003578833,0.00203407,0.0004708499],"domain_scores_gemma":[0.9976424,0.0007523607,0.0005554383,0.0003782455,0.0005124683,0.0001590975],"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":[0.0002204649,0.0000260395,0.0179133,0.0003161897,0.0002989621,0.00001923186,0.04670089,0.00005228918,0.000001446749,0.8275846,0.09999653,0.006870036],"study_design_scores_gemma":[0.001463373,0.0000399331,0.003967941,0.0006584844,0.00007778961,4.966975e-7,0.006510789,0.0002796373,0.00001105072,0.07527965,0.9111024,0.0006084369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005282862,0.0002924463,0.00001416291,0.003412903,0.001501962,0.0007914043,0.0001493227,0.00009912441,0.9884558],"genre_scores_gemma":[0.8001167,0.0002953175,0.00005371152,0.003108768,0.0006849467,0.00004557754,0.0001719366,0.0001334672,0.1953895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8111059,"threshold_uncertainty_score":0.9044732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07200304472393151,"score_gpt":0.2918013446736842,"score_spread":0.2197982999497527,"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."}}