{"id":"W4390775575","doi":"10.2139/ssrn.4688323","title":"Poverty Spells and Economic Freedom: Canadian Evidence","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Poverty; Disadvantaged; Economic freedom; Economics; Position (finance); Demographic economics; Low income; Index (typography); Development economics; Political science; Economic growth; Finance","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006483093,0.0002958689,0.0003946062,0.0002645971,0.0005355087,0.0006678264,0.0007667004,0.0004485546,0.0006044718],"category_scores_gemma":[0.0002554139,0.000279421,0.0002321864,0.00009590373,0.000241399,0.0002566799,0.0003150248,0.005363428,0.0008492498],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01117542,"about_ca_system_score_gemma":0.04629397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.718428,"about_ca_topic_score_gemma":0.9714826,"domain_scores_codex":[0.9952011,0.0003857812,0.0004639984,0.0005034456,0.0003705406,0.003075128],"domain_scores_gemma":[0.9987222,0.0001441452,0.0002274525,0.0002986959,0.00009060077,0.0005169069],"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":[0.00002827877,0.00001754647,0.004933765,0.00008651499,0.0003680309,0.0000273989,0.004849426,0.0000819875,0.000007001261,0.9606252,0.02138278,0.007592024],"study_design_scores_gemma":[0.0001325996,0.00008243106,0.0005642262,0.0002878161,0.0001109443,0.00006583239,0.003100449,0.0001871591,0.000003755686,0.9177581,0.07723331,0.0004733904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4028946,0.1340687,0.0002728977,0.06386957,0.01960743,0.001324044,0.0002396628,0.0001683879,0.3775547],"genre_scores_gemma":[0.9066892,0.07031586,0.00003494742,0.000603724,0.003681714,0.000002601254,0.000003930473,0.00003682046,0.01863119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5037946,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855705816193159,"score_gpt":0.3075610587334576,"score_spread":0.279004000571526,"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."}}