{"id":"W4413161233","doi":"10.1016/j.iref.2025.104518","title":"Enterprise risk management and foreign currency derivatives usage","year":2025,"lang":"en","type":"article","venue":"International Review of Economics & Finance","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Currency; Business; Foreign exchange risk; Risk management; Economics; Monetary economics; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114857,0.0002177603,0.0001700628,0.0007217567,0.0001951429,0.00109374,0.000236071,0.0003593497,0.002207817],"category_scores_gemma":[0.00586148,0.00005615433,0.00024456,0.0008468009,0.000279642,0.0007474476,0.0007509163,0.0006718356,0.000287713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936059,"about_ca_system_score_gemma":0.0002701256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817497,"about_ca_topic_score_gemma":0.0024361,"domain_scores_codex":[0.9994307,0.0001840453,0.00006750951,0.00008090965,0.0001433335,0.00009340519],"domain_scores_gemma":[0.983195,0.003394358,0.0115561,0.0004332085,0.0005275589,0.0008937781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004570937,0.0001026351,0.9874611,0.00001643463,0.00004625613,0.00009617508,0.000267672,0.0002744017,0.0001636245,0.0003163339,0.0001362944,0.01107325],"study_design_scores_gemma":[0.000002204513,0.00008184322,0.99743,0.00002401826,0.00002578996,0.0001665953,0.0006177831,0.0005660082,0.0001711774,0.0002339037,0.0006747684,0.000005863606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980507,0.0003506963,0.0001084636,0.00009767696,0.000002794956,0.000003081926,0.00005639626,0.000002652409,0.001327556],"genre_scores_gemma":[0.9992425,0.0001677407,0.00008535317,0.00001581652,0.000007622601,0.000001848567,0.00008867576,7.274858e-7,0.0003896049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207817,"threshold_uncertainty_score":0.00738585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110142622516014,"score_gpt":0.2461729731804467,"score_spread":0.2350715469552866,"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."}}