{"id":"W4403816826","doi":"10.2139/ssrn.5002009","title":"CEO War Trauma and Corporate Tax Avoidance","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Corporate tax; Tax avoidance; Business; Monetary economics; Economics; Double taxation; Finance","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":[0.0009450809,0.0001238255,0.000243359,0.0008911255,0.001164786,0.003210534,0.0003468866,0.001313123,0.01545639],"category_scores_gemma":[0.01014328,0.0001275486,0.0001499665,0.001343194,0.001519329,0.001161596,0.001423703,0.001812246,0.0005371622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000851,"about_ca_system_score_gemma":0.001218322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004348625,"about_ca_topic_score_gemma":0.006820937,"domain_scores_codex":[0.9993524,0.0002313357,0.000024645,0.00004356929,0.0001005633,0.0002474765],"domain_scores_gemma":[0.9923545,0.00303225,0.002612553,0.0002647005,0.0003654968,0.001370331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327316,0.00167954,0.6182691,0.0002301364,0.0001967799,0.002681999,0.01415347,0.001912962,0.0006028322,0.2387637,0.02241512,0.09776699],"study_design_scores_gemma":[0.0001012106,0.0002709758,0.7581409,0.0002780936,0.0001275788,0.001872268,0.03528927,0.001388446,0.0003937896,0.1691734,0.03291875,0.00004535751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019225,0.004438818,0.0003785415,0.01210731,0.0001190651,0.00001323335,0.0001190513,0.000005855858,0.08089569],"genre_scores_gemma":[0.9950677,0.0009116413,0.00002293261,0.0002171917,0.00005291315,0.000002139248,0.00003065996,0.000003186555,0.003691588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545639,"threshold_uncertainty_score":0.05170673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932115144913981,"score_gpt":0.2230569749313365,"score_spread":0.2037358234821967,"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."}}