{"id":"W7008918023","doi":"","title":"CORPORATE GOVERNANCE AS A TOOL FOR THE REGULATION OF FINANCIAL TECHNOLOGY","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Extant taxon; FinTech; Financial services; Accounting management; Information technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004508173,0.0001815173,0.0002132021,0.0003105834,0.0002421276,0.0002625213,0.0004550715,0.0001721898,0.00001670828],"category_scores_gemma":[0.0004057353,0.0001611852,0.000141777,0.001089058,0.0001313412,0.001499599,0.0002145916,0.0002579355,0.0001450597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006826934,"about_ca_system_score_gemma":0.0001318656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001486038,"about_ca_topic_score_gemma":0.0003992951,"domain_scores_codex":[0.9988278,0.000010807,0.0002837961,0.0003635211,0.000240724,0.0002733528],"domain_scores_gemma":[0.9988235,0.00009714718,0.0004806693,0.0003388734,0.0002495472,0.0000103157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002271793,0.00005378661,0.8654208,0.0004236004,0.00005772333,0.0001233041,0.00005147515,0.0000813275,0.002874294,0.1114137,0.00004263776,0.01923012],"study_design_scores_gemma":[0.0004096967,0.00004215183,0.8989387,0.0003404037,0.0001567745,0.00001287509,0.00003475689,0.00002492263,0.001279689,0.01228539,0.0862188,0.000255803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953108,0.0002445818,0.001695413,0.001056546,0.000695609,0.0003814774,0.00001145728,0.000224966,0.0003791118],"genre_scores_gemma":[0.9928157,0.00002082662,0.00002809389,0.0002404809,0.0004115565,0.000004433488,0.00001109005,0.00002871532,0.006439057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09912834,"threshold_uncertainty_score":0.6572944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06294372967111338,"score_gpt":0.276645520863245,"score_spread":0.2137017911921316,"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."}}