{"id":"W7042392367","doi":"","title":"The optimal transport problem and its application to dissipative partial differential equations","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Dissipative system; Partial differential equation; Regular polygon; Balanced flow; Flow (mathematics); Convection–diffusion equation; Numerical analysis; Energy transport","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007409846,0.0004776248,0.0006317295,0.000632815,0.0006902033,0.001154265,0.0005261911,0.001258442,0.002507548],"category_scores_gemma":[0.001969167,0.0002949332,0.0007560545,0.0006068618,0.002033101,0.001528501,0.001765293,0.001436446,0.0001911989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134767,"about_ca_system_score_gemma":0.001369099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401764,"about_ca_topic_score_gemma":0.001635293,"domain_scores_codex":[0.9997513,0.00009449714,0.00001497127,0.00004083211,0.00007108252,0.00002738203],"domain_scores_gemma":[0.9996397,0.0002078855,0.00004711581,0.00001963997,0.00005447166,0.00003114931],"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":[0.00001548221,0.00001543033,0.000248053,0.00009861506,0.00001173225,0.00007574257,0.0001054108,0.2123856,0.00164804,0.7740681,0.001008028,0.01031977],"study_design_scores_gemma":[0.00001000025,0.00001784168,0.0001569284,0.00002878232,0.000005786113,0.00006558786,0.00006412353,0.5969851,0.0005358013,0.3961369,0.0059789,0.00001426113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03429352,0.00338409,0.932063,0.003188713,0.0002337452,0.00004832818,0.00009866435,0.0001401497,0.0265498],"genre_scores_gemma":[0.7692726,0.005477813,0.2004355,0.000452278,0.0003755817,0.0002440014,0.0001700879,0.00018276,0.02338933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00401764,"threshold_uncertainty_score":0.009778142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933365899127212,"score_gpt":0.291855620792902,"score_spread":0.2625219618016299,"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."}}