{"id":"W3122542349","doi":"10.1017/s0956792520000431","title":"Spikes and localised patterns for a novel Schnakenberg model in the semi-strong interaction regime","year":2021,"lang":"en","type":"article","venue":"European Journal of Applied Mathematics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Physics; Bifurcation; Scaling; Homoclinic orbit; Hopf bifurcation; Bifurcation theory; Homoclinic bifurcation; Mathematical analysis; Eigenvalues and eigenvectors; Mathematical physics; Statistical physics; Mathematics; Geometry; Quantum mechanics; Nonlinear system","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":[0.0002328979,0.0005052003,0.0008260045,0.0005211207,0.0006018293,0.001408758,0.001166537,0.001724444,0.002206056],"category_scores_gemma":[0.0005507392,0.0003481411,0.0009309873,0.0003708081,0.001194677,0.0009572657,0.0007226684,0.0005708884,0.0002948036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299529,"about_ca_system_score_gemma":0.0008897472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009508531,"about_ca_topic_score_gemma":0.00623223,"domain_scores_codex":[0.999885,0.00002697685,0.00000624823,0.00002353852,0.00002836526,0.0000298973],"domain_scores_gemma":[0.9997827,0.00005286003,0.00007193558,0.00001474274,0.00002464849,0.0000529618],"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":[0.0001695644,0.00009873275,0.001975755,0.0001014087,0.00008695976,0.0009266672,0.000338882,0.8283189,0.02314575,0.1420983,0.0006125477,0.002126585],"study_design_scores_gemma":[0.00002597836,0.0000392997,0.0004669238,0.000004853654,0.00001478698,0.00008607648,0.00005021788,0.9837907,0.0004480043,0.01477614,0.0002789724,0.00001801163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926045,0.0004765487,0.08078887,0.0008776414,0.00005959084,0.00003906304,0.0002287287,0.0001415175,0.02478357],"genre_scores_gemma":[0.9860577,0.0001928279,0.004474078,0.00005105247,0.00001579142,0.00004885316,0.0000621904,0.00001950504,0.009078098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009508531,"threshold_uncertainty_score":0.01890635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351856223796051,"score_gpt":0.2534458611960341,"score_spread":0.2199272989580736,"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."}}