{"id":"W4402441022","doi":"10.3390/math12182816","title":"Correction: Muniyappan et al. Stability and Numerical Solutions of Second Wave Mathematical Modeling on COVID-19 and Omicron Outbreak Strategy of Pandemic: Analytical and Error Analysis of Approximate Series Solutions by Using HPM. Mathematics 2022, 10, 343","year":2024,"lang":"en","type":"article","venue":"Mathematics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Series (stratigraphy); Stability (learning theory); Pandemic; Applied mathematics; Outbreak; Mathematics; Computer science; Virology; Geology; Medicine; Machine learning","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005824075,0.003435362,0.003019818,0.006120046,0.003164621,0.005341667,0.005572062,0.0068035,0.08198492],"category_scores_gemma":[0.1111698,0.00132297,0.003583199,0.003452747,0.002949125,0.003520609,0.003130559,0.01226995,0.0393519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00475139,"about_ca_system_score_gemma":0.007877117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02267124,"about_ca_topic_score_gemma":0.01573413,"domain_scores_codex":[0.9935178,0.0009129101,0.001115891,0.0009615403,0.002952334,0.0005395023],"domain_scores_gemma":[0.9398662,0.008819622,0.001923782,0.00384593,0.0433069,0.002237529],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002586755,0.000004083732,0.00004152647,0.0001910363,0.00001593764,0.00006981408,0.00003254977,0.00005396044,0.00003726106,0.0008536259,0.9960574,0.002616941],"study_design_scores_gemma":[0.00008413436,0.00003116468,0.00111514,0.0004977964,0.00008849621,0.0004704171,0.0001169032,0.0007561286,0.0005008728,0.003054411,0.9932151,0.00006963777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001198863,0.0009212966,0.0008803137,0.02186591,0.9734861,0.00002191897,0.001369205,0.0003482218,0.0009871451],"genre_scores_gemma":[0.02723251,0.01089876,0.009008699,0.05828518,0.7033123,0.0004897193,0.007553956,0.003644557,0.1795743],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9941759,"threshold_uncertainty_score":0.2742669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3439752393501389,"score_gpt":0.4230422691450559,"score_spread":0.07906702979491709,"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."}}