{"id":"W4385454295","doi":"10.3390/jrfm16080359","title":"How Do Firms Manage Their Foreign Exchange Exposure?","year":2023,"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":"Benchmark (surveying); Hedge; Currency; Risk management; Business; Foreign exchange; Econometrics; Foreign exchange risk; Monetary economics; Actuarial science; Economics; Finance","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":[0.001464876,0.000213994,0.0003180484,0.0006760136,0.0003057649,0.003677141,0.0004313979,0.001204513,0.001884195],"category_scores_gemma":[0.007953984,0.0001330584,0.0001723726,0.000599465,0.0004355448,0.002139064,0.0007105546,0.000585261,0.00041873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007851005,"about_ca_system_score_gemma":0.0004912805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830432,"about_ca_topic_score_gemma":0.005277235,"domain_scores_codex":[0.9993642,0.0001277584,0.00005645453,0.0001098238,0.0001585339,0.0001832277],"domain_scores_gemma":[0.9933105,0.001159364,0.004366522,0.0002521038,0.0003338239,0.0005776834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928378,0.0003517541,0.8815921,0.00006133936,0.000180622,0.0002683113,0.001779105,0.003824411,0.002320831,0.004731193,0.001869431,0.102828],"study_design_scores_gemma":[0.00002447195,0.0002695479,0.9812138,0.00003958319,0.00004192544,0.0001605751,0.003840277,0.003140089,0.001012018,0.005721641,0.004495794,0.00004020201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896882,0.0008017204,0.0006338937,0.001526731,0.00001453857,0.00001554869,0.0001197169,0.00002037768,0.007179368],"genre_scores_gemma":[0.9987577,0.0002355863,0.0001610882,0.0001159755,0.00001650736,0.000002984091,0.00006698591,0.00000211254,0.0006408745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003830432,"threshold_uncertainty_score":0.007747114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333721805708004,"score_gpt":0.1957242463691902,"score_spread":0.1823870283121102,"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."}}