{"id":"W4380520757","doi":"10.6000/1929-4409.2020.09.331","title":"Modern Trends in the Tax Audit Market","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Business; Accounting; Service (business); Finance; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619105,0.0001345612,0.0001847573,0.003008092,0.001704587,0.005437096,0.0005233487,0.001546615,0.01116505],"category_scores_gemma":[0.003659728,0.0001838775,0.0001971876,0.00251246,0.006541263,0.005167893,0.001198116,0.001890531,0.001070219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005457031,"about_ca_system_score_gemma":0.002340519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430644,"about_ca_topic_score_gemma":0.002627397,"domain_scores_codex":[0.9987264,0.000427122,0.000057967,0.0002243947,0.0003740096,0.0001900672],"domain_scores_gemma":[0.9974073,0.001056858,0.0005478603,0.000195693,0.0004968763,0.0002954185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000397261,0.00007327417,0.002684546,0.0000623548,0.000002539808,0.0001664083,0.001946284,0.0003285939,0.0003292802,0.9617776,0.004236299,0.02835315],"study_design_scores_gemma":[0.00003306242,0.0001262447,0.04025359,0.0003651064,0.000009767959,0.001215514,0.006293234,0.005457334,0.00102536,0.3507745,0.5943761,0.00007020814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3866676,0.03027892,0.0104973,0.06984236,0.0007717304,0.0001039538,0.0004780404,0.0001602686,0.5011998],"genre_scores_gemma":[0.959112,0.009884402,0.002052836,0.001509619,0.001148247,0.00004706531,0.0001089059,0.00004059145,0.02609628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01116505,"threshold_uncertainty_score":0.0395937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08714777378505724,"score_gpt":0.3939828377208894,"score_spread":0.3068350639358322,"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."}}