{"id":"W4236823615","doi":"10.22215/etd/2013-09627","title":"Domain decomposition methods for uncertainty quantification","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Domain (mathematical analysis); Computer science; Mathematics; Mathematical analysis","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":[0.00361308,0.001283784,0.001127373,0.002355376,0.0005552346,0.002372047,0.001125716,0.0009851251,0.005188231],"category_scores_gemma":[0.008736522,0.0007115802,0.001759689,0.002072494,0.001290549,0.00239255,0.002876698,0.00352805,0.00154109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285837,"about_ca_system_score_gemma":0.001383124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272678,"about_ca_topic_score_gemma":0.002190143,"domain_scores_codex":[0.9973966,0.001203029,0.0001309009,0.0003396196,0.0008074933,0.0001223899],"domain_scores_gemma":[0.9953432,0.003152156,0.0002163171,0.0004538404,0.0007108845,0.0001236046],"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":[0.00006242703,0.00004531206,0.0004214389,0.0005394472,0.0001934667,0.00007824214,0.0001834905,0.2219496,0.002962255,0.4336444,0.01195917,0.3279608],"study_design_scores_gemma":[0.000007226969,0.00001584219,0.0001456154,0.0001150459,0.00002345747,0.00004699018,0.00003271929,0.7010438,0.001056281,0.2837898,0.01370696,0.00001635537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003697604,0.0007681704,0.9972133,0.00009977219,0.00003417442,0.0000119759,0.00004951122,0.0000676413,0.001385737],"genre_scores_gemma":[0.080175,0.003482099,0.9055234,0.0002028342,0.0003535047,0.0002848522,0.0007337644,0.0003744619,0.008870177],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005188231,"threshold_uncertainty_score":0.01910806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192814992430518,"score_gpt":0.480398611901475,"score_spread":0.3611171126584232,"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."}}