{"id":"W1992269665","doi":"10.1007/s10884-015-9435-0","title":"Existence and Stability of a Spike in the Central Component for a Consumer Chain Model","year":2015,"lang":"en","type":"article","venue":"Journal of Dynamics and Differential Equations","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spike (software development); Stability (learning theory); Mathematics; Component (thermodynamics); Amplitude; Diffusion; Interval (graph theory); Eigenvalues and eigenvectors; Consumer confidence index; Computer science; Physics; Economics; Combinatorics; 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":[0.0007082783,0.000571991,0.0006708273,0.0007039704,0.0008624911,0.001374388,0.001110457,0.001853785,0.001975191],"category_scores_gemma":[0.002555617,0.0003323485,0.0009034054,0.0004373442,0.001921895,0.001149246,0.001521095,0.001000706,0.0002269436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090166,"about_ca_system_score_gemma":0.001094495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409157,"about_ca_topic_score_gemma":0.001998453,"domain_scores_codex":[0.9997846,0.00004760459,0.000009578576,0.00004099266,0.00005764156,0.00005956206],"domain_scores_gemma":[0.9989452,0.0004317222,0.0002299975,0.00004569933,0.0001819919,0.0001654677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003030792,0.0001575829,0.003717789,0.0001858185,0.0001299787,0.0009543002,0.001000715,0.655921,0.04325977,0.2864209,0.001111726,0.006837314],"study_design_scores_gemma":[0.00001786258,0.0000289877,0.0002489114,0.000006029258,0.0000104089,0.00003975915,0.00008229879,0.9760193,0.0009706585,0.02239507,0.0001649504,0.0000157388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6722669,0.000379911,0.31596,0.0008965986,0.00004192387,0.00006384768,0.00009187579,0.0001310014,0.01016798],"genre_scores_gemma":[0.9882565,0.0001340752,0.007354411,0.0000521713,0.00001244565,0.00005376531,0.00003727512,0.00002306854,0.004076152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005409157,"threshold_uncertainty_score":0.01075536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517398706956424,"score_gpt":0.2760863559797164,"score_spread":0.2209123689101521,"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."}}