{"id":"W2936677704","doi":"10.1080/17442508.2019.1602129","title":"Existence and uniqueness of stochastic equations of optional semimartingales under monotonicity condition","year":2019,"lang":"en","type":"article","venue":"Stochastics","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Uniqueness; Mathematics; Monotonic function; Stochastic differential equation; Lipschitz continuity; Semimartingale; Class (philosophy); Applied mathematics; Mathematical analysis; Computer science","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":[0.003287775,0.0006731306,0.0009087568,0.0008706246,0.0007227155,0.001355375,0.001140713,0.001389256,0.002435415],"category_scores_gemma":[0.009235813,0.0005001058,0.001745617,0.0005550957,0.002188993,0.003207325,0.002225435,0.002186703,0.0002730612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376457,"about_ca_system_score_gemma":0.001764467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173622,"about_ca_topic_score_gemma":0.0007971658,"domain_scores_codex":[0.9988189,0.0004845494,0.00008689026,0.0002214844,0.0002321172,0.0001560229],"domain_scores_gemma":[0.9964792,0.002049264,0.000510124,0.0001266575,0.0005684054,0.0002664446],"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":[0.00004450063,0.00003805048,0.001240118,0.0002028882,0.00004742274,0.000260076,0.0002736326,0.0181735,0.007563671,0.9630461,0.000765982,0.00834415],"study_design_scores_gemma":[0.00005347111,0.0001225401,0.00153297,0.0001008067,0.00004084696,0.000475649,0.0001513652,0.3911374,0.003028023,0.6000692,0.003241038,0.00004667001],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1905809,0.002110071,0.7904499,0.002460253,0.0001827587,0.0001251965,0.0002350124,0.00009240491,0.01376351],"genre_scores_gemma":[0.8711552,0.002363634,0.1121586,0.0003911472,0.0002884153,0.0003451201,0.0002395979,0.0001018673,0.01295638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003287775,"threshold_uncertainty_score":0.01738763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755927806212527,"score_gpt":0.2467462783185186,"score_spread":0.2191870002563933,"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."}}