{"id":"W4408493767","doi":"10.1142/s0218127425500518","title":"Parameter Spaces for Cross-Diffusive-Driven Instability in a Reaction–Diffusion System on an Annular Domain","year":2025,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundação para a Ciência e a Tecnologia; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Isaac Newton Institute for Mathematical Sciences; Canada Research Chairs","keywords":"Instability; Reaction–diffusion system; Domain (mathematical analysis); Diffusion; Statistical physics; Mathematics; Mechanics; Physics; Classical mechanics; Computer science; Mathematical analysis; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009463306,0.00061941,0.0006566923,0.001343588,0.0006155276,0.001958841,0.0006906363,0.0008902815,0.002075619],"category_scores_gemma":[0.003792012,0.0003797696,0.0007842268,0.0002859742,0.001643342,0.001421827,0.001617841,0.0009189564,0.00030885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009798547,"about_ca_system_score_gemma":0.0006631925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594045,"about_ca_topic_score_gemma":0.0005250493,"domain_scores_codex":[0.9997084,0.00008592156,0.0000225546,0.0000789797,0.00005659075,0.00004755686],"domain_scores_gemma":[0.9977876,0.001078393,0.000607943,0.0001514689,0.0002061134,0.0001684493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001859138,0.0000930427,0.003436201,0.0002896082,0.00007308886,0.0005898751,0.000485977,0.5714609,0.05562524,0.3594391,0.0008260388,0.007495088],"study_design_scores_gemma":[0.00001761703,0.00004771213,0.000727255,0.0000210605,0.00001502702,0.0001438742,0.00009533234,0.964747,0.002818551,0.03051145,0.0008202463,0.00003495728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5312477,0.001433681,0.4463305,0.0008972464,0.00005473794,0.000109648,0.0002652412,0.0002476754,0.01941363],"genre_scores_gemma":[0.9843332,0.0003641704,0.0125392,0.00005334096,0.00001483699,0.0001474192,0.00007709315,0.00003123844,0.002439392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002075619,"threshold_uncertainty_score":0.007109404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457939015792946,"score_gpt":0.313201176298642,"score_spread":0.2986217861407126,"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."}}