{"id":"W2153296871","doi":"10.2139/ssrn.1301064","title":"Testing for Poverty Dominance: An Application to Canada","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Statistics Canada","funders":"","keywords":"Poverty; Dominance (genetics); Economics; Political science; Economic growth; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001990249,0.00008632107,0.0001278309,0.00003136565,0.001433827,0.0000292416,0.0002987374,0.00005227891,0.000006742867],"category_scores_gemma":[0.0004775367,0.00008005164,0.00004132602,0.0002339972,0.00003687815,0.0001827998,0.00001197762,0.0004102278,0.00000369595],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564976,"about_ca_system_score_gemma":0.01191004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6573109,"about_ca_topic_score_gemma":0.9584781,"domain_scores_codex":[0.9976044,0.00009557023,0.000217678,0.0001655635,0.0003502311,0.001566611],"domain_scores_gemma":[0.9992539,0.0001019685,0.0001233712,0.0001201432,0.0002383716,0.0001622293],"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":[0.0002901595,0.0002728679,0.07906518,0.00002056204,0.00009076513,0.000006858495,0.009940641,0.0002314326,0.002656643,0.6202528,0.01490262,0.2722694],"study_design_scores_gemma":[0.002239531,0.001644336,0.0509875,0.00003685012,0.00005642737,0.0002665049,0.02966875,0.0008502621,0.0004825953,0.3524503,0.5601093,0.001207657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394992,0.0004123208,0.04394414,0.004850681,0.0006306139,0.0006979826,0.00001941004,0.0000508664,0.009894799],"genre_scores_gemma":[0.9956716,0.0001287033,0.0005230965,0.001246357,0.001013783,0.00002076151,0.000003558732,0.0000110748,0.001381115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5452067,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226267268142567,"score_gpt":0.2972684112055962,"score_spread":0.2750057385241705,"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."}}