{"id":"W4407085247","doi":"10.7256/2454-065x.2025.1.73218","title":"Tax policy and gender equality: the impact of the fiscal system on women and men","year":2025,"lang":"en","type":"article","venue":"Налоги и налогообложение","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fiscal policy; Gender equality; Economics; Tax policy; Political science; Demographic economics; Public economics; Macroeconomics; Tax reform; Sociology; Gender studies","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":[0.001389356,0.0002026015,0.000295709,0.0001107174,0.0008023332,0.0001317534,0.0004460025,0.0001658883,0.0000129315],"category_scores_gemma":[0.0003583364,0.0001132092,0.0001196128,0.0006523457,0.0006150121,0.00008788216,0.000211968,0.0002343743,0.000003887484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004597117,"about_ca_system_score_gemma":0.0005143523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00738917,"about_ca_topic_score_gemma":0.0004033634,"domain_scores_codex":[0.9978615,0.0006181407,0.0002951176,0.0002910656,0.0004107351,0.0005234606],"domain_scores_gemma":[0.9986829,0.0004844045,0.0001419341,0.0004699439,0.00007803916,0.0001428249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005759588,0.00008059135,0.3588915,0.000140086,0.0002129807,0.000001291208,0.1037782,0.00006823785,0.0001357501,0.53176,0.0028441,0.002029638],"study_design_scores_gemma":[0.0005859056,0.00007844765,0.9126928,0.00005174954,0.00003905956,0.000002619615,0.0648255,0.0004871949,0.00000987671,0.0190971,0.001935258,0.0001945286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8832911,0.0002125464,0.00007834951,0.001482685,0.0002063044,0.0004369392,0.00008414432,0.00004485136,0.1141631],"genre_scores_gemma":[0.9942538,0.00009334339,0.00001343183,0.0004268928,0.0001855989,0.00002817542,0.000001518503,0.00001283114,0.004984422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5538012,"threshold_uncertainty_score":0.9992207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004501888454365,"score_gpt":0.337602060702805,"score_spread":0.3075570418182613,"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."}}