{"id":"W4214904410","doi":"10.1038/s41598-022-07371-5","title":"Dynamical regulations on mobility and vaccinations for controlling COVID-19 spread","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Research Council Sri Lanka","keywords":"Algorithm; Computer science","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":[0.001320661,0.0009766527,0.00144582,0.0008301985,0.0006398719,0.001411977,0.001253788,0.001909708,0.003719955],"category_scores_gemma":[0.007149948,0.0005852696,0.001666987,0.0003901908,0.001600525,0.001670748,0.00153828,0.001552717,0.0003155485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510575,"about_ca_system_score_gemma":0.001405788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900796,"about_ca_topic_score_gemma":0.00922941,"domain_scores_codex":[0.9994418,0.0002232395,0.00002753551,0.0001502775,0.00005422057,0.0001029113],"domain_scores_gemma":[0.9975616,0.001187323,0.0008027339,0.0001005193,0.0001707386,0.0001771036],"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":[0.0000578361,0.00006208129,0.00657701,0.00006766694,0.00009635146,0.0002460688,0.0001707819,0.895037,0.002341821,0.09037415,0.001447095,0.003522141],"study_design_scores_gemma":[0.00002170402,0.00004310363,0.001254744,0.00001270345,0.00003346302,0.00002898743,0.00004322325,0.9860011,0.0001317085,0.01176607,0.0006430085,0.00002024481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.445923,0.001141891,0.52136,0.006215624,0.0004827683,0.0001624869,0.00120644,0.0003648209,0.02314292],"genre_scores_gemma":[0.9783292,0.0006070208,0.0118208,0.0002519363,0.000127124,0.0001761478,0.0002057046,0.00004732406,0.008434881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01900796,"threshold_uncertainty_score":0.03779465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869369849225138,"score_gpt":0.4305294938534386,"score_spread":0.2435925089309248,"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."}}