{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004519352,0.000480706,0.0009183559,0.006435181,0.005452501,0.004155304,0.001747481,0.001234932,0.02244643],"category_scores_gemma":[0.02636282,0.0003421941,0.0007725304,0.02309809,0.004860512,0.001873965,0.002988262,0.002005468,0.0006856916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02846479,"about_ca_system_score_gemma":0.03908211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912626,"about_ca_topic_score_gemma":0.9945679,"domain_scores_codex":[0.9967535,0.0004717019,0.0001666696,0.0003137945,0.001099963,0.001194337],"domain_scores_gemma":[0.9690223,0.01157902,0.006544269,0.001588229,0.008248007,0.003018201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409666,0.0002819243,0.7105522,0.001205088,0.0008055123,0.0005047223,0.009826362,0.002091987,0.0001026804,0.1134598,0.07036106,0.08939908],"study_design_scores_gemma":[0.0001482832,0.00004786601,0.9130813,0.001166243,0.0006015555,0.00009354387,0.009443498,0.0005760186,0.0001566244,0.01439258,0.06018324,0.0001091928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6558817,0.06094734,0.0008790249,0.04005361,0.0002790916,0.0001111128,0.04277123,0.00002748303,0.1990494],"genre_scores_gemma":[0.9629709,0.02268501,0.0002331551,0.001211971,0.0001399374,0.00002089304,0.004228804,0.00002138771,0.008487961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02846479,"threshold_uncertainty_score":0.2065275,"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."}}