{"id":"W2057287787","doi":"10.1111/j.1475-679x.2008.00318.x","title":"Do Managers Withhold Bad News?","year":2008,"lang":"en","type":"article","venue":"Journal of Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Stock price; Business; Stock (firearms); News media; Actuarial science; Monetary economics; Advertising; Accounting; Economics; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004805946,0.0002659507,0.0004397923,0.001457583,0.0008091966,0.0008938093,0.001374389,0.0001098843,0.0006031315],"category_scores_gemma":[0.01553523,0.0002392029,0.0002266765,0.002078693,0.0002908951,0.003479929,0.0007632239,0.001502431,0.001032715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864695,"about_ca_system_score_gemma":0.0001156057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160453,"about_ca_topic_score_gemma":0.00002481792,"domain_scores_codex":[0.9949124,0.00005354228,0.0008358714,0.0003960912,0.002841442,0.0009606493],"domain_scores_gemma":[0.9860068,0.0002598456,0.01150651,0.0004606617,0.001718858,0.00004732723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002387235,0.0002457403,0.5696977,0.0003966311,0.0001948439,0.001745286,0.0004001064,0.0005293862,0.001261714,0.004253568,0.32695,0.09408633],"study_design_scores_gemma":[0.001532974,0.00006786336,0.190502,0.0005184641,0.00005708733,0.0001605308,0.001143689,0.0003715288,0.00009952756,0.002493544,0.8025668,0.0004859298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358033,0.0003830178,0.005242216,0.002301954,0.000664106,0.0002767288,6.733756e-7,0.00007353972,0.05525445],"genre_scores_gemma":[0.9889874,0.0002275095,0.0006634549,0.001011553,0.004920873,0.000006345398,0.000001672077,0.00007829405,0.004102828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4756168,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133199836408942,"score_gpt":0.2993739342450236,"score_spread":0.2580419358809342,"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."}}