{"id":"W3000264680","doi":"10.1007/s00285-020-01466-1","title":"Localized outbreaks in an S-I-R model with diffusion","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reaction–diffusion system; Diffusion; Spike (software development); Population; Plateau (mathematics); Statistical physics; Anomalous diffusion; Mathematics; Stability theory; Nonlinear system; Physics; Mathematical analysis; Computer science; Demography; Innovation diffusion","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":[],"consensus_categories":[],"category_scores_codex":[0.0007157581,0.0001457375,0.0009737759,0.00006768384,0.00002319151,0.000003488568,0.0001348536,0.0002682787,0.000539165],"category_scores_gemma":[0.001121121,0.00007555847,0.0001146877,0.0000986744,0.0003547648,0.00005962433,0.00004005979,0.0005034322,0.00003997529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626788,"about_ca_system_score_gemma":0.00006696619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.598754e-7,"about_ca_topic_score_gemma":7.041878e-7,"domain_scores_codex":[0.9985185,0.0001614271,0.000787679,0.0001661054,0.0001023372,0.0002639359],"domain_scores_gemma":[0.998682,0.0004903035,0.0001934406,0.000128033,0.00009574666,0.0004105089],"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":[0.003477401,0.001193774,0.00490831,0.0002641792,0.00008451962,0.0002024807,0.0006561336,0.0003638887,0.003516912,0.9842367,0.00009765366,0.0009980326],"study_design_scores_gemma":[0.002783095,0.003580153,0.0002883348,0.0001362959,0.0001110982,0.0004609758,0.0000892333,0.4236259,0.0001903043,0.5685599,0.00006050892,0.0001142547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5901487,0.00003728373,0.3950018,0.0119216,0.00001500235,0.0001309653,0.000001273331,0.0000133892,0.002730006],"genre_scores_gemma":[0.9664537,0.00001720085,0.02925367,0.004156018,0.0000760843,0.000003852955,0.000002032281,0.00001107225,0.00002639272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423262,"threshold_uncertainty_score":0.5903479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838011036356633,"score_gpt":0.3212206288096601,"score_spread":0.2728405184460937,"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."}}