{"id":"W3213762282","doi":"10.1016/j.na.2022.112921","title":"An inverse problem for a quasilinear convection–diffusion equation","year":2022,"lang":"en","type":"article","venue":"Nonlinear Analysis","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"Agence Nationale de la Recherche","keywords":"Nabla symbol; Omega; Inverse; Boundary (topology); Convection; Physics; Mathematical analysis; Convection–diffusion equation; Domain (mathematical analysis); Diffusion equation; Nonlinear system; Lambda; Term (time); Diffusion; Gravitational singularity; Linearization; Boundary value problem; Mathematical physics; Inverse problem; Mathematics; Geometry; Quantum mechanics; Thermodynamics","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":[0.0007903203,0.0007083782,0.0007333834,0.0009057631,0.0006607613,0.001619347,0.0008728544,0.003559765,0.003687366],"category_scores_gemma":[0.003183773,0.0004676424,0.0008418622,0.0003893157,0.002146784,0.002622173,0.002112338,0.002224191,0.0003563717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005307682,"about_ca_system_score_gemma":0.0009970983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168339,"about_ca_topic_score_gemma":0.001073537,"domain_scores_codex":[0.9995801,0.0001136619,0.00002499486,0.00008634472,0.0001694578,0.00002540889],"domain_scores_gemma":[0.9993685,0.0003378473,0.00006513863,0.00004293993,0.0001223037,0.00006317801],"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":[0.0001520033,0.0001562089,0.0007920402,0.0007104293,0.00006024516,0.001257017,0.0006717609,0.1437605,0.05064641,0.7737581,0.004294568,0.02374076],"study_design_scores_gemma":[0.00004953726,0.0000774869,0.0005836523,0.00005044771,0.00003052484,0.001061958,0.0001591139,0.7997347,0.005191884,0.182134,0.01085076,0.0000759337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08099846,0.001745691,0.8740671,0.005727383,0.001994774,0.0001348296,0.0001686522,0.0001519203,0.03501112],"genre_scores_gemma":[0.6957444,0.00194321,0.2294799,0.001436044,0.001109467,0.0001795845,0.0002867386,0.0002612174,0.06955937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003687366,"threshold_uncertainty_score":0.01233542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009850588233506,"score_gpt":0.3890577643147287,"score_spread":0.288072705491378,"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."}}