{"id":"W2557903990","doi":"10.1007/978-3-319-33446-2","title":"Innovations in Derivatives Markets","year":2016,"lang":"en","type":"book","venue":"Springer proceedings in mathematics & statistics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; KU Leuven; European Commission; AXA Research Fund; Global Risk Institute in Financial Services","keywords":"Business","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":[0.0004615443,0.0005449218,0.0006259439,0.0008088574,0.0003128412,0.001934711,0.0003522312,0.001016582,0.008173973],"category_scores_gemma":[0.001890104,0.0002607715,0.0003962961,0.001087661,0.001265741,0.001922334,0.0008700283,0.001444375,0.001232265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007206774,"about_ca_system_score_gemma":0.0004295149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005818409,"about_ca_topic_score_gemma":0.0004585987,"domain_scores_codex":[0.9997759,0.00005337927,0.00001195921,0.00003853148,0.0001008487,0.00001937233],"domain_scores_gemma":[0.999681,0.0001458135,0.00004238118,0.00004253585,0.00005429285,0.00003386693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008705608,0.0000159348,0.0001028974,0.0000520447,0.000008781596,0.00004865601,0.00004607379,0.003035471,0.0004199011,0.9557217,0.009583899,0.03095597],"study_design_scores_gemma":[0.000005951189,0.00001270498,0.0002586498,0.00002387314,0.000006654244,0.00009030516,0.0000145394,0.01039498,0.0001618571,0.9605055,0.02851806,0.000006803507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07674422,0.1356283,0.2851003,0.01381409,0.006107913,0.00005872034,0.0004542397,0.0006263058,0.481466],"genre_scores_gemma":[0.6410198,0.04417623,0.0180217,0.0008672181,0.005689175,0.00005945834,0.0002750944,0.0002630558,0.2896282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008173973,"threshold_uncertainty_score":0.02734464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615065560718696,"score_gpt":0.2407537599647043,"score_spread":0.2146031043575173,"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."}}