{"id":"W3123622310","doi":"","title":"Dynamic Corporate Risk Management: Motivations and Real Implications","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Maturity (psychological); Financial distress; Value (mathematics); Financial economics; Enterprise value; Economics; Business; Spot contract; Econometrics; Finance; Financial system; Futures contract","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":[0.001312691,0.000254925,0.0002975258,0.0006848416,0.0005037659,0.002949181,0.0005676291,0.001105407,0.002255259],"category_scores_gemma":[0.008037319,0.0001608188,0.0002641688,0.0008045714,0.001294168,0.002254029,0.001217406,0.001184691,0.0001411709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00089365,"about_ca_system_score_gemma":0.000406274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008178307,"about_ca_topic_score_gemma":0.0007923598,"domain_scores_codex":[0.9995595,0.000177377,0.00001874552,0.00008490757,0.0000766377,0.00008286235],"domain_scores_gemma":[0.9902754,0.004949127,0.003312085,0.0005092145,0.0003526628,0.0006014829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004142936,0.001034461,0.3253829,0.000228165,0.0001467445,0.001564679,0.002670802,0.03139042,0.007565828,0.4862751,0.002384213,0.1409423],"study_design_scores_gemma":[0.00007835325,0.0002474817,0.2149387,0.0001533221,0.00008323806,0.0009473595,0.005084792,0.07143355,0.002682269,0.6991397,0.005101311,0.000109898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700392,0.002579391,0.01232028,0.004186091,0.00001493132,0.00002056213,0.00006412728,0.00002082305,0.01075454],"genre_scores_gemma":[0.9984187,0.0003634399,0.0007332976,0.00004467291,0.00002017106,0.000003506154,0.00001426875,0.000001822149,0.0004001367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002949181,"threshold_uncertainty_score":0.007544577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219240042319882,"score_gpt":0.2819669012346688,"score_spread":0.24977450081147,"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."}}