{"id":"W2039291824","doi":"10.17722/ijme.v4i1.178","title":"Impact of Financial Derivatives on the Real Economy","year":2014,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Financial system; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0009331397,0.0001801678,0.0002247249,0.0004714219,0.00007953847,0.0001768038,0.001389491,0.00003343656,0.0002905628],"category_scores_gemma":[0.0002542672,0.0001218735,0.000272898,0.0002382687,0.00009901474,0.0007926799,0.0003182343,0.0001625817,0.0001130156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008167279,"about_ca_system_score_gemma":0.00001945463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098478,"about_ca_topic_score_gemma":0.000004744887,"domain_scores_codex":[0.9984486,0.00002652316,0.0005924783,0.0001716151,0.0005725172,0.0001883046],"domain_scores_gemma":[0.9980719,0.0001540268,0.001079216,0.0002443261,0.0004381312,0.00001240536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004493938,0.000375337,0.05375944,0.00007648973,0.000402275,0.00005337805,0.00009217878,0.002922127,0.0001002416,0.8367478,0.04019279,0.06482861],"study_design_scores_gemma":[0.001667602,0.0002867385,0.6955345,0.0004746006,0.0001220483,0.000004644151,0.0001733577,0.002371312,0.0001588175,0.1004981,0.1983024,0.0004059163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7310422,0.0000212989,0.004799458,0.002912393,0.001347779,0.0002495177,0.000001933819,0.00002104816,0.2596044],"genre_scores_gemma":[0.9967751,0.0001713135,0.0002415776,0.0009925502,0.001435912,0.000006397224,0.000002508418,0.00001536351,0.0003592872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7362496,"threshold_uncertainty_score":0.4969856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468241062051811,"score_gpt":0.2528412372294502,"score_spread":0.2381588266089321,"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."}}