{"id":"W4319747656","doi":"10.3389/fams.2023.1110497","title":"Symmetry-breaking bifurcations for compartmental reaction kinetics coupled by two bulk diffusing species with comparable diffusivities in 2-D","year":2023,"lang":"en","type":"article","venue":"Frontiers in Applied Mathematics and Statistics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steady state (chemistry); Reaction–diffusion system; Symmetry breaking; Diffusion; Ode; Eigenvalues and eigenvectors; Nonlinear system; Chemistry; Physics; Thermodynamics; Mathematical analysis; Mathematics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000198453,0.0001544128,0.0002761646,0.0002502836,0.0001140961,0.0001735437,0.0001609088,0.00003673686,8.199485e-7],"category_scores_gemma":[0.0000105258,0.0001467452,0.00001315976,0.000378973,0.00006298951,0.00009284615,0.00006054234,0.00009768951,0.000001729799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008762525,"about_ca_system_score_gemma":0.00001746111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001533902,"about_ca_topic_score_gemma":0.00007682828,"domain_scores_codex":[0.9989889,0.000007610093,0.0003479809,0.0002029122,0.0001931925,0.0002594092],"domain_scores_gemma":[0.9994052,0.0001804912,0.0001612301,0.0001788462,0.00003055374,0.00004364397],"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":[0.0000691996,0.001065557,0.005024209,0.001212376,0.00009084388,0.00001254281,0.00737202,0.004928967,0.01002327,0.9305614,0.01423061,0.02540898],"study_design_scores_gemma":[0.001009985,0.00005028508,0.0006341471,0.00006236814,0.00001112376,0.00000326341,0.0008245932,0.9598014,0.0001274877,0.03686072,0.0004342628,0.0001802995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06576926,0.00002269298,0.9329152,0.0000687354,0.0001545071,0.0004258011,0.0001959646,0.00004925193,0.00039859],"genre_scores_gemma":[0.2209791,0.00006265062,0.7784101,0.00003017345,0.00001650092,0.0000623442,0.0003454917,0.0000169423,0.00007667796],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9548725,"threshold_uncertainty_score":0.5984094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452474986837469,"score_gpt":0.2422122307301892,"score_spread":0.2276874808618145,"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."}}