{"id":"W2091706550","doi":"10.1007/s11142-007-9058-8","title":"Investor reactions to derivative use and outcomes","year":2007,"lang":"en","type":"article","venue":"Review of Accounting Studies","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Corporate finance; Ex-ante; Derivative (finance); Actuarial science; Outcome (game theory); Business; Value (mathematics); Public finance; Test (biology); Economics; Microeconomics; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003350186,0.0001282022,0.0002387549,0.0009055475,0.0001664592,0.001422274,0.0002061229,0.0006970422,0.002606292],"category_scores_gemma":[0.02842033,0.00008967172,0.0002306091,0.001070676,0.0004177677,0.0007038406,0.0005523131,0.0008319491,0.0002306635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042217,"about_ca_system_score_gemma":0.0002971624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569108,"about_ca_topic_score_gemma":0.001929712,"domain_scores_codex":[0.9985885,0.0005821923,0.0001267504,0.00009610769,0.0005057323,0.0001007503],"domain_scores_gemma":[0.9733012,0.01197314,0.01142328,0.0006396425,0.001985266,0.0006774323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008059591,0.0002458639,0.9141834,0.0001973591,0.0002985401,0.0003669253,0.0009331892,0.0006089529,0.0007101705,0.002987157,0.001228655,0.07743379],"study_design_scores_gemma":[0.00001790062,0.0002671392,0.9874458,0.0001297223,0.000230418,0.000509336,0.001041702,0.0004578958,0.0007438772,0.003139823,0.005993889,0.00002236831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659714,0.01598873,0.0004568161,0.001897257,0.00005128992,0.0000182907,0.0002527247,0.000009448338,0.01535411],"genre_scores_gemma":[0.9909236,0.006901408,0.000165878,0.0001854641,0.00007112165,0.000006276419,0.0001359366,0.000004150018,0.001606207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003350186,"threshold_uncertainty_score":0.01771766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650629897694784,"score_gpt":0.3294476521991453,"score_spread":0.2643846624296669,"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."}}