{"id":"W4414796859","doi":"10.1002/pa.70083","title":"Tax Evasion: The Interplay of Happiness and Public Governance in Europe and <scp>OECD</scp> Nations","year":2025,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Happiness; Corporate governance; Proxy (statistics); Tax evasion; Moderation; Shadow (psychology); Index (typography); Good governance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115959,0.0001044733,0.0002467148,0.0009147744,0.0002403686,0.001361667,0.0001068961,0.00016712,0.001552721],"category_scores_gemma":[0.002671338,0.00006282638,0.0003089622,0.001807958,0.0004229274,0.00053431,0.000890418,0.0003132617,0.0001426886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808578,"about_ca_system_score_gemma":0.0004000793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020771,"about_ca_topic_score_gemma":0.008557101,"domain_scores_codex":[0.9995415,0.0001894166,0.00003535315,0.00006068181,0.00007014527,0.0001028644],"domain_scores_gemma":[0.9976014,0.0005893306,0.001275319,0.0001172776,0.0002263068,0.0001902635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006567916,0.00004089274,0.9890191,0.00002681691,0.0001174242,0.0001089685,0.0003795465,0.001140424,0.00008715143,0.001599962,0.0007233368,0.006690773],"study_design_scores_gemma":[0.000002735991,0.00002900339,0.9956933,0.00002948292,0.000036754,0.00004499207,0.001257838,0.0006087237,0.0001149708,0.000315486,0.001862255,0.000004648328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953398,0.0005058856,0.0002420582,0.0002487382,0.00000796439,0.000003623063,0.0005304159,0.000004835123,0.003116846],"genre_scores_gemma":[0.9992724,0.0001386828,0.00004879715,0.00001927119,0.000005263839,0.000001797387,0.0002921573,0.000001317032,0.0002204125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020771,"threshold_uncertainty_score":0.02029657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587513378547153,"score_gpt":0.2415991517655172,"score_spread":0.2157240179800457,"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."}}