{"id":"W1527332160","doi":"10.1090/crmp/042/01","title":"Transition asymptotics for reaction-diffusion in random media","year":2007,"lang":"en","type":"book-chapter","venue":"CRM proceedings & lecture notes","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Carleton University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Statistical physics; Diffusion; Transition (genetics); Reaction–diffusion system; Mathematics; Physics; Chemistry; Mathematical analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005148406,0.0005854192,0.0008757955,0.0003577599,0.0001346864,0.00006955063,0.0002061478,0.001093277,0.00008419748],"category_scores_gemma":[0.00454326,0.000471794,0.0002273521,0.0001047061,0.00006167,0.00009004894,0.00003142343,0.0008788371,0.00001278885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796129,"about_ca_system_score_gemma":0.0001182992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000468532,"about_ca_topic_score_gemma":0.00005720998,"domain_scores_codex":[0.9976271,0.000002789872,0.0007527313,0.0006148791,0.0005216821,0.0004807523],"domain_scores_gemma":[0.9959522,0.002792394,0.0003911043,0.0001361981,0.0005758705,0.0001522406],"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":[0.0005495883,0.00005289575,4.279848e-7,0.001066961,0.00004360368,0.000007073733,0.001278576,0.000001592314,0.0008348507,0.9802313,0.00009036812,0.01584272],"study_design_scores_gemma":[0.001833885,0.000201525,0.000001873565,0.001024542,0.0003431259,0.0000322482,0.00003834136,0.001749077,0.0009831539,0.9893584,0.003877178,0.0005566918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001464582,0.00028044,0.9228114,0.0004857534,0.0005599031,0.001305725,0.0001269712,0.0001758065,0.07410758],"genre_scores_gemma":[0.903675,0.0009709636,0.08063723,0.002023061,0.007778051,0.0005015268,0.0008056578,0.00131061,0.002297924],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9035285,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282756397812038,"score_gpt":0.3042852999358962,"score_spread":0.2514577359577758,"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."}}