{"id":"W4406987681","doi":"10.5539/jmr.v16n6p15","title":"Analysis of the Well-posedness of a SEIRDS Dynamic Model for the Spread of Infectious Diseases","year":2025,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Applied mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00225234,0.00111868,0.0009170828,0.000942488,0.0004853936,0.001602596,0.001198231,0.002053604,0.001444318],"category_scores_gemma":[0.00494562,0.0004646746,0.001118853,0.0003301263,0.001982641,0.001682815,0.001802434,0.001342342,0.0001616907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156935,"about_ca_system_score_gemma":0.001124187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788602,"about_ca_topic_score_gemma":0.001303128,"domain_scores_codex":[0.9993098,0.0002649355,0.00004170691,0.000152231,0.0001436672,0.00008774564],"domain_scores_gemma":[0.997675,0.001236473,0.000570914,0.00009688239,0.0002697588,0.0001510704],"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":[0.0000895762,0.00008238448,0.003247289,0.0002506758,0.0001435642,0.0007213716,0.0006697351,0.6096578,0.03237557,0.348814,0.0004134049,0.003534747],"study_design_scores_gemma":[0.000007471358,0.00007118272,0.0003433868,0.00001509178,0.00001824509,0.00006616584,0.00007554372,0.9714636,0.001196064,0.02635796,0.0003706426,0.00001470476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2744702,0.00107218,0.7155054,0.001613544,0.0000770168,0.00007021467,0.0001300533,0.00009061531,0.006970724],"genre_scores_gemma":[0.9678819,0.0006482181,0.02342885,0.0001557507,0.00005334578,0.0001181498,0.00009005179,0.00002350741,0.007600276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003788602,"threshold_uncertainty_score":0.01191163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2839641167483411,"score_gpt":0.527203201298254,"score_spread":0.2432390845499129,"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."}}