{"id":"W2001746728","doi":"10.1080/07362990008809686","title":"On explicit solutions to stochastic differential equations","year":2000,"lang":"en","type":"article","venue":"Stochastic Analysis and Applications","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Stochastic differential equation; Brownian motion; Ordinary differential equation; Differential equation; Ode; Mathematical analysis; Bernoulli differential equation; Universal differential equation; Exact differential equation; First-order partial differential equation; Stochastic partial differential equation; Scalar (mathematics); Diffusion process","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":[0.001904009,0.001018773,0.0009309664,0.001109467,0.0008081833,0.001506182,0.0007967698,0.002002255,0.004493623],"category_scores_gemma":[0.009863924,0.0004323713,0.001024068,0.001138663,0.002300284,0.002738054,0.00239451,0.002702312,0.000648571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079732,"about_ca_system_score_gemma":0.0009359167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250033,"about_ca_topic_score_gemma":0.001027595,"domain_scores_codex":[0.9991422,0.0003421564,0.0000561502,0.00009796057,0.0002634247,0.00009810716],"domain_scores_gemma":[0.9978305,0.001348655,0.0002470026,0.0001155985,0.0003489283,0.0001092942],"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":[0.000004601567,0.00001004137,0.00009411143,0.00005389973,0.000006149801,0.00008444369,0.000126677,0.008570121,0.0003336792,0.9875351,0.0006661495,0.002515074],"study_design_scores_gemma":[0.00001199025,0.00001352204,0.00008509564,0.00005912622,0.000005578428,0.00007802049,0.00004506209,0.06959671,0.0001697558,0.924348,0.00557757,0.000009510444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0494061,0.01095983,0.8479635,0.005695384,0.0009534849,0.00009222452,0.0001777135,0.0001586584,0.08459315],"genre_scores_gemma":[0.76624,0.016601,0.1390856,0.001943822,0.001915519,0.0003744267,0.0004910105,0.0002083494,0.07314034],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004493623,"threshold_uncertainty_score":0.01503265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218749797461773,"score_gpt":0.2325706913888838,"score_spread":0.2103831934142661,"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."}}