{"id":"W2247451281","doi":"","title":"Prefilled Personal Income Tax Returns: A Comparative Analysis of Australia, Belgium, California, Quebec and Spain","year":2011,"lang":"en","type":"article","venue":"","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal","funders":"","keywords":"Personal income tax; Fiscal year; Government (linguistics); Income tax; Business; State income tax; Public economics; Gross income; Economics; Tax reform; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002011896,0.0001213952,0.0005797069,0.0003126506,0.00006473984,0.00001666803,0.0000936632,0.00004871582,0.003261032],"category_scores_gemma":[0.00002749479,0.0001176517,0.0001341499,0.0004782291,0.0001310613,0.00009775747,0.00004995913,0.00006940243,0.0001359255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003817124,"about_ca_system_score_gemma":0.000007621155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02376235,"about_ca_topic_score_gemma":0.03036609,"domain_scores_codex":[0.9990805,0.00001659779,0.0004527319,0.0002640297,0.00003275081,0.0001533927],"domain_scores_gemma":[0.999354,0.00003357594,0.0003661602,0.0001424768,0.00004671682,0.00005706794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000376591,0.00007953496,0.9184058,0.0000210165,0.001147397,7.920901e-7,0.008541028,0.000007320776,0.000006219675,0.07113217,0.0005588979,0.00006214492],"study_design_scores_gemma":[0.000338474,0.00004986556,0.9912235,0.000007219318,0.00008227668,4.39142e-7,0.001753646,0.001764286,0.00004498732,0.001896202,0.002656869,0.0001821927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967399,0.0004960713,0.001182106,0.0001258206,0.0000525883,0.0001318663,0.0005531139,0.00002010356,0.03003933],"genre_scores_gemma":[0.9905497,0.00003732464,0.001109672,0.00005564123,0.00001301021,0.0000171597,0.00001530608,0.000003826223,0.008198372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07281772,"threshold_uncertainty_score":0.9976501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115487947971219,"score_gpt":0.2685760703502122,"score_spread":0.1570272755530903,"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."}}