{"id":"W4405529273","doi":"10.1090/btran/213","title":"Strong solution of stochastic differential equations with discontinuous and unbounded coefficients","year":2024,"lang":"en","type":"article","venue":"Transactions of the American Mathematical Society Series B","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; University of Alberta","keywords":"Algorithm; Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002772511,0.00172613,0.001493738,0.001566605,0.0008311757,0.002581308,0.001572781,0.002815085,0.00324924],"category_scores_gemma":[0.01263697,0.0008589493,0.001790151,0.0006244539,0.003597868,0.002793415,0.003869135,0.003077394,0.0004363161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438085,"about_ca_system_score_gemma":0.002122597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003553716,"about_ca_topic_score_gemma":0.001749538,"domain_scores_codex":[0.9988198,0.0004309256,0.00005615071,0.0002477703,0.0002451994,0.0002001173],"domain_scores_gemma":[0.9935561,0.003391214,0.001085641,0.0001938281,0.00100989,0.0007632933],"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":[0.0001612143,0.0001013618,0.002613652,0.0004880665,0.0002528563,0.0008309867,0.0003320863,0.1325893,0.01104176,0.8435897,0.002638852,0.005360244],"study_design_scores_gemma":[0.0000721315,0.0001245783,0.0008533105,0.00008050427,0.00005930044,0.0002101782,0.0001854183,0.8410837,0.001503923,0.1535871,0.002174783,0.000065097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2245131,0.003022543,0.7394058,0.005647894,0.0006630547,0.0001527585,0.0003847389,0.0003206254,0.02588947],"genre_scores_gemma":[0.9370379,0.001580439,0.0292684,0.000601581,0.0003373029,0.000241779,0.0002347715,0.0001147413,0.03058301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003553716,"threshold_uncertainty_score":0.01466262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500198477932408,"score_gpt":0.2232083164863111,"score_spread":0.2082063317069871,"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."}}