{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748253,0.0002209696,0.0003328164,0.0001691211,0.0001764788,0.0002208125,0.0005826304,0.0001485352,0.00004893767],"category_scores_gemma":[0.0007576765,0.0002272606,0.0001074491,0.0002694475,0.00008703595,0.0002100067,0.0008166579,0.00030399,0.00001081494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000360281,"about_ca_system_score_gemma":0.0001561193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033163,"about_ca_topic_score_gemma":0.00001960626,"domain_scores_codex":[0.9964647,0.001800373,0.0005344095,0.0006185871,0.0003963729,0.0001855008],"domain_scores_gemma":[0.9954804,0.001831227,0.000373054,0.0007158352,0.001487241,0.0001122496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005903252,0.0003917626,0.0001354455,0.0002838198,0.0001066986,0.000002353966,0.005672232,0.1379555,0.001302128,0.6568348,0.00005861615,0.1971976],"study_design_scores_gemma":[0.0005510639,5.771435e-7,0.002953572,0.0005431092,0.00001921518,0.000002010535,0.000008149318,0.8730236,0.002408993,0.1201578,0.0001440432,0.0001878843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04746071,0.0008357856,0.9451516,0.00183312,0.0001056686,0.0002911337,0.0000205026,0.0001237277,0.004177753],"genre_scores_gemma":[0.9111829,0.0001381162,0.08811536,0.00006832957,0.00001371537,0.0000267812,0.00007659353,0.00001363441,0.000364556],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8637222,"threshold_uncertainty_score":0.9267417,"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."}}