{"id":"W2271700919","doi":"","title":"Companies unaware of inherent tax risks : tax risk management","year":2011,"lang":"en","type":"article","venue":"Tax Breaks Newsletter","topic":"Economic and Fiscal Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Business; Risk management; Risk analysis (engineering); 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":[0.001394779,0.0002201317,0.0001870948,0.000524897,0.0009038186,0.005119244,0.000317418,0.001407592,0.002046174],"category_scores_gemma":[0.007088152,0.0001243855,0.0001546401,0.0006893858,0.001105834,0.003325455,0.00113723,0.002035636,0.0002218532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112289,"about_ca_system_score_gemma":0.00156826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979409,"about_ca_topic_score_gemma":0.005320933,"domain_scores_codex":[0.9993451,0.0002433062,0.00002777538,0.0000506255,0.0002068202,0.0001263981],"domain_scores_gemma":[0.9963412,0.001087908,0.001117455,0.0001440503,0.0008012241,0.0005081826],"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":[0.0004190837,0.0004116604,0.1183382,0.0002533469,0.0001747001,0.001134392,0.004855366,0.01586656,0.001991307,0.2614275,0.1375271,0.4576009],"study_design_scores_gemma":[0.00008384294,0.0004892487,0.147948,0.0008778411,0.0003101476,0.001302039,0.02234381,0.06012456,0.004215185,0.5882449,0.173843,0.0002173295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.609335,0.04560009,0.02434486,0.2204313,0.0009753617,0.00006906684,0.0003081233,0.000132091,0.09880423],"genre_scores_gemma":[0.9876896,0.005891495,0.0008342357,0.0009286473,0.0002984356,0.000005111432,0.00003957891,0.000007970936,0.004304912],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005119244,"threshold_uncertainty_score":0.00814718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08410047921232462,"score_gpt":0.2273757081759826,"score_spread":0.143275228963658,"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."}}