{"id":"W1551488888","doi":"10.1002/9781118704233.ch9","title":"Building Enterprise Risk Management into Agency Processes and Culture","year":2014,"lang":"en","type":"other","venue":"","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Accountability; Enterprise risk management; Risk management; Organizational culture; Public relations; Agency (philosophy); Facilitator; Transparency (behavior); Work (physics); Knowledge management; Political science; Finance; Engineering; Computer science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00864408,0.0006470405,0.0002750658,0.001731489,0.01237287,0.01894627,0.001558011,0.00136398,0.003748436],"category_scores_gemma":[0.008336571,0.0004651778,0.0004135287,0.001644681,0.02527146,0.0117181,0.0116659,0.003912372,0.0006868967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02941261,"about_ca_system_score_gemma":0.03634095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1958825,"about_ca_topic_score_gemma":0.297166,"domain_scores_codex":[0.9921107,0.004479428,0.0002335783,0.0004465068,0.00192909,0.0008007289],"domain_scores_gemma":[0.9948899,0.00199819,0.0005057499,0.0006313584,0.001116391,0.0008584877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001562034,0.00007177619,0.007294419,0.0001409556,0.00001690043,0.0005397567,0.4339453,0.001506053,0.0008698505,0.3958566,0.009092786,0.15065],"study_design_scores_gemma":[0.000009151855,0.00003972217,0.007321425,0.0006450542,0.00001875539,0.000335306,0.3584813,0.001773839,0.0008180561,0.1166107,0.5138936,0.00005308579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1649354,0.003998931,0.09197696,0.03890446,0.0002606112,0.0003240028,0.00007290485,0.0004018392,0.6991249],"genre_scores_gemma":[0.9098397,0.003557961,0.03595911,0.001097913,0.00004334262,0.0001518071,0.00005525254,0.0001456698,0.04914929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1958825,"threshold_uncertainty_score":0.3894846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005621649028319882,"score_gpt":0.216503846686494,"score_spread":0.2108821976581741,"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."}}