{"id":"W1811919279","doi":"10.2139/ssrn.501906","title":"Socially Improving Tax Reforms","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université Laval","funders":"","keywords":"Tax reform; Business; Public economics; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004815973,0.0001217616,0.000166692,0.00006603525,0.001485078,0.0001359099,0.0004216931,0.0001398521,0.00006764955],"category_scores_gemma":[0.0002679947,0.00009956676,0.0001622455,0.0002138347,0.0001489316,0.0005242411,0.00003397722,0.001491738,0.00007841617],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004613605,"about_ca_system_score_gemma":0.01255613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009499827,"about_ca_topic_score_gemma":0.07567561,"domain_scores_codex":[0.9961959,0.0001364995,0.0002974097,0.0001622853,0.0005456126,0.002662323],"domain_scores_gemma":[0.9993739,0.00002408,0.0002093231,0.0001191494,0.0001363326,0.0001371746],"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":[0.00001682871,0.00004551481,0.0005192102,0.000002661107,0.00003344721,0.000002662504,0.003715364,0.000006325845,0.0001550625,0.9715574,0.00005848475,0.02388708],"study_design_scores_gemma":[0.0006588114,0.0001835829,0.0005829777,0.00001071101,0.0000162494,0.00002854032,0.01536332,0.000001993057,0.00007885573,0.9705635,0.01230978,0.000201666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706987,0.00309371,0.02346906,0.02110827,0.002751062,0.0004812125,0.000008889734,0.0002832077,0.2418176],"genre_scores_gemma":[0.9904414,0.0017859,0.0001618098,0.000423072,0.0018308,0.000002487847,0.000001508276,0.00001618984,0.005336793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834544,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365738850491543,"score_gpt":0.289012457516117,"score_spread":0.2753550690112015,"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."}}