{"id":"W2247515688","doi":"10.1017/cbo9780511619366.010","title":"Administering VAT","year":2007,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic; University of Toronto","funders":"","keywords":"Administration (probate law); Political science; Medicine; Law","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":[0.003512094,0.0003064764,0.0003657232,0.0007717057,0.0009456803,0.003209006,0.0008262246,0.001882618,0.03088997],"category_scores_gemma":[0.009972858,0.0002823446,0.0003240016,0.001019421,0.00098307,0.003044342,0.001566352,0.002977262,0.01999808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636263,"about_ca_system_score_gemma":0.003774291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700619,"about_ca_topic_score_gemma":0.002495696,"domain_scores_codex":[0.9967764,0.001224243,0.00020427,0.0002894298,0.001275438,0.0002301827],"domain_scores_gemma":[0.9968935,0.001072304,0.000273354,0.0007387741,0.0008188971,0.0002030778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001702,0.00009111662,0.001412073,0.0001895167,0.00001277026,0.0001188545,0.001546675,0.0004654494,0.001014776,0.2705196,0.3136545,0.4109546],"study_design_scores_gemma":[0.000003884018,0.00002933135,0.0008060258,0.000223679,0.000003366628,0.0001668964,0.0002244988,0.0001790695,0.0005184035,0.01419306,0.9836422,0.000009465895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008154514,0.01258232,0.04049266,0.01889057,0.003574927,0.0004904855,0.0008794018,0.001549773,0.9133853],"genre_scores_gemma":[0.1129674,0.02042636,0.0437279,0.0146035,0.002555972,0.0005666828,0.001541268,0.0009226631,0.8026882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03088997,"threshold_uncertainty_score":0.1033372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09471253887083238,"score_gpt":0.2186923199322805,"score_spread":0.1239797810614481,"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."}}