{"id":"W2777844264","doi":"","title":"Joint simulation of a random function and its derivatives.","year":2000,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Géomatique du Québec","funders":"","keywords":"Joint (building); Computer science; Function (biology); Random function; Applied mathematics; Random variable; Algorithm; Mathematical optimization; Mathematics; Statistics; Engineering; Structural engineering","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":[0.002771864,0.0006376417,0.001154528,0.001090237,0.0005821882,0.002022402,0.001560862,0.002056644,0.004653829],"category_scores_gemma":[0.02130102,0.0005967577,0.001078237,0.001056648,0.00212928,0.002846003,0.001494458,0.001888902,0.0007790364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158936,"about_ca_system_score_gemma":0.001147618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006419809,"about_ca_topic_score_gemma":0.00371311,"domain_scores_codex":[0.9985864,0.0005900883,0.00005458276,0.0002365957,0.0003285251,0.0002037837],"domain_scores_gemma":[0.9871344,0.0090209,0.0009652237,0.0014462,0.0009074319,0.0005258606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001745593,0.00007176188,0.003161214,0.0000432769,0.00005891015,0.0002610491,0.0001159587,0.8013119,0.0009748207,0.1867102,0.00116403,0.005952345],"study_design_scores_gemma":[0.00000852118,0.00001075546,0.0001989021,0.000004907967,0.000007228452,0.00002719301,0.000009524737,0.9813906,0.0002743635,0.01781897,0.0002408808,0.000008176643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1346479,0.0004680394,0.8540666,0.0008183324,0.0001684044,0.00008141123,0.0002985356,0.0006261007,0.008824649],"genre_scores_gemma":[0.962356,0.0002074061,0.02924748,0.0001111832,0.0000551736,0.0001101748,0.0002617664,0.0001496568,0.00750121],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006419809,"threshold_uncertainty_score":0.01556867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618228545819924,"score_gpt":0.2407215085165463,"score_spread":0.2145392230583471,"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."}}