{"id":"W3086266352","doi":"10.3390/jrfm13090210","title":"Firm Ownership and Enterprise Risk Management Implementation: Evidence from the Nordic Region","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Agency cost; Dual (grammatical number); Enterprise risk management; Shareholder; Tobit model; Logit; Risk management; Accounting; Discretion; Principal–agent problem; Agency (philosophy); Finance; Industrial organization; Economics; Econometrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001028741,0.0003692143,0.0004402531,0.0002513172,0.0005721955,0.0005565392,0.0006651977,0.00007179426,0.00005968358],"category_scores_gemma":[0.0002290509,0.0002696033,0.0001895254,0.000601751,0.0001323015,0.001418394,0.0008687236,0.0004498046,0.00005035729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004996301,"about_ca_system_score_gemma":0.00001240585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006995102,"about_ca_topic_score_gemma":0.0001592769,"domain_scores_codex":[0.9974934,0.00008118858,0.000872348,0.0004970786,0.0006557825,0.0004001944],"domain_scores_gemma":[0.9979317,0.0001901908,0.001347574,0.0003425441,0.0001208046,0.00006714824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005223306,0.00005810734,0.2870925,0.0002316078,0.0001425552,0.0003182072,0.001136063,0.00006597775,0.000002312199,0.008083446,0.03351601,0.6688309],"study_design_scores_gemma":[0.001765274,0.0001062633,0.5695536,0.0003203692,0.00093503,0.000004594648,0.002968057,0.0002661895,0.000003762076,0.01153315,0.4121937,0.0003499771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104922,0.009443454,0.06443935,0.009633547,0.001621675,0.001757481,0.00002782594,0.0001092588,0.002475201],"genre_scores_gemma":[0.9567846,0.03521406,0.001575212,0.003867103,0.002435358,0.00002508268,0.000007622922,0.00003662115,0.0000543349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6684809,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311176839766393,"score_gpt":0.234016715093445,"score_spread":0.2109049466957811,"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."}}