{"id":"W4411057004","doi":"10.3390/jrfm18060311","title":"Relationships Between Corporate Control Environment and Stakeholders That Mediate Pressure on Independent Auditors in France","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Control (management); Accounting; Audit; Management; Economics","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":[0.006603186,0.0003003697,0.0003045779,0.001515172,0.004967413,0.006037968,0.0005954267,0.001373396,0.002172116],"category_scores_gemma":[0.01195361,0.0002840731,0.0002458814,0.0009163757,0.005873276,0.002199989,0.003842093,0.001436269,0.0001250966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008429542,"about_ca_system_score_gemma":0.004726289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05921696,"about_ca_topic_score_gemma":0.05963507,"domain_scores_codex":[0.987739,0.008026118,0.0002313808,0.000598643,0.001745531,0.001659372],"domain_scores_gemma":[0.9850292,0.009147036,0.002614965,0.0004118505,0.001265767,0.001531281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001396966,0.0002452582,0.1496757,0.00009421045,0.00003544419,0.001806661,0.8124014,0.0003618713,0.002216356,0.009237644,0.001142254,0.02264348],"study_design_scores_gemma":[0.00001027819,0.0001292602,0.2105133,0.0001491241,0.00001251053,0.0003791429,0.766455,0.0005972314,0.0005617213,0.001494734,0.01962223,0.00007548261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944661,0.0001798953,0.0003394998,0.0007734066,0.000008164911,0.000009467715,0.00001216188,0.000006062447,0.004205335],"genre_scores_gemma":[0.999448,0.00004496177,0.00004734443,0.00007857147,0.000002977787,0.000003920175,0.000006282274,0.000001778271,0.0003661372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05921696,"threshold_uncertainty_score":0.1177445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745920938974637,"score_gpt":0.1886012565159641,"score_spread":0.1711420471262177,"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."}}