{"id":"W3122795471","doi":"10.1111/1475-679x.12032","title":"Auditor Choice in Politically Connected Firms","year":2013,"lang":"en","type":"article","venue":"Journal of Accounting Research","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Audit; Business; Politics; Accounting; Transparency (behavior); Equity (law); Earnings; Intuition; Earnings management; 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":[0.001054893,0.0001088411,0.0002302062,0.001311796,0.0008347665,0.002403444,0.0002486598,0.0007635415,0.01054365],"category_scores_gemma":[0.01022128,0.000176561,0.0001800616,0.001282134,0.001085371,0.001159259,0.001410945,0.0006735165,0.0004575741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005069992,"about_ca_system_score_gemma":0.0003386905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200594,"about_ca_topic_score_gemma":0.003070897,"domain_scores_codex":[0.9986606,0.0005410303,0.00007032983,0.0001570216,0.00019233,0.0003786551],"domain_scores_gemma":[0.9755362,0.005786075,0.01412685,0.0007448632,0.0005045727,0.003301482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004414768,0.0004845933,0.9743088,0.0000317336,0.00008513273,0.0007246489,0.001379994,0.001252227,0.001103538,0.005808818,0.0004446338,0.0139345],"study_design_scores_gemma":[0.00008850553,0.0002014948,0.9785802,0.00003616905,0.00003868497,0.0005193657,0.003396828,0.003443919,0.0005459966,0.01099882,0.002125374,0.00002459766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968489,0.0000406268,0.0001581767,0.0001932102,0.00000263411,0.000005153472,0.00002600172,0.000002229723,0.002723118],"genre_scores_gemma":[0.9997484,0.00001684222,0.00001783896,0.00001786133,0.000006462716,0.000001235157,0.00001570857,4.715257e-7,0.0001752263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054365,"threshold_uncertainty_score":0.035272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06944501273384657,"score_gpt":0.3463787560079837,"score_spread":0.2769337432741371,"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."}}