{"id":"W4414988320","doi":"10.1007/s11538-025-01530-1","title":"A Filippov Model Describing the Effect of Social Distancing in Controlling Infectious Diseases","year":2025,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"Multistability; Social distance; Threshold model; Distancing; Epidemic model; Disease; Affect (linguistics); Infectious disease (medical specialty)","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":[0.002504949,0.001060088,0.002527977,0.001427853,0.001197249,0.002420575,0.003065992,0.00439797,0.0107632],"category_scores_gemma":[0.01156576,0.0006025597,0.001223684,0.001180014,0.002464007,0.003029627,0.001767509,0.002491534,0.0008165883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841126,"about_ca_system_score_gemma":0.001559832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009616289,"about_ca_topic_score_gemma":0.00396606,"domain_scores_codex":[0.9990388,0.0004865945,0.00003244997,0.0001401187,0.00009377834,0.0002083776],"domain_scores_gemma":[0.9926746,0.005382803,0.0007967654,0.0001861609,0.0003242975,0.0006354528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002013252,0.0001371544,0.001617528,0.0001289419,0.0001192523,0.000379411,0.0002525072,0.4443392,0.0008692161,0.5422297,0.003482098,0.006243712],"study_design_scores_gemma":[0.0001247423,0.0001178719,0.0005818931,0.0000244732,0.00005479894,0.0000849507,0.00007728898,0.8358376,0.0001075153,0.1617898,0.001159926,0.00003911276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.440859,0.002284998,0.4665477,0.01180069,0.0005953576,0.000165939,0.001997513,0.0006140219,0.07513478],"genre_scores_gemma":[0.9606972,0.0008377331,0.007196294,0.0004363137,0.0002284119,0.0001560045,0.000230519,0.00005296737,0.03016472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0107632,"threshold_uncertainty_score":0.03600651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887129996499112,"score_gpt":0.2846805427439101,"score_spread":0.265809242778919,"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."}}