{"id":"W4379880466","doi":"10.1142/s0218339023500286","title":"GENERAL THEORY FOR SIGNIFICANCE OF CULLING IN TWO-WAY DISEASE TRANSMISSION BETWEEN HUMANS AND ANIMALS","year":2023,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Engineering Research Board; Human Resource Development Group","keywords":"Culling; Basic reproduction number; Per capita; Population; Disease; Isolation (microbiology); Biology; Mortality rate; Demography; Ecology; Medicine; Bioinformatics","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":[0.004721816,0.0001495731,0.0008839851,0.00009443121,0.00007283682,0.0000120298,0.000183834,0.00009345958,0.000007122668],"category_scores_gemma":[0.002883293,0.00008109284,0.0002044425,0.0001698494,0.0001233484,0.00003446034,0.00004897754,0.0001627177,8.146737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005018142,"about_ca_system_score_gemma":0.00002004153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001967549,"about_ca_topic_score_gemma":0.000001545753,"domain_scores_codex":[0.997648,0.0006172447,0.001108023,0.0001986206,0.0001662562,0.0002618771],"domain_scores_gemma":[0.9916698,0.007431554,0.0005682448,0.00008946349,0.00009594527,0.0001449644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001425041,0.0002549091,0.8682076,0.001836482,0.0002925694,0.00009111855,0.0007184734,0.001843899,0.03505279,0.07990214,0.0008721097,0.009502891],"study_design_scores_gemma":[0.002141029,0.001314391,0.4804557,0.001033987,0.0001421935,0.000005746674,0.0006492916,0.002178863,0.0004539732,0.5069546,0.004293835,0.0003764453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710287,0.002278145,0.02561358,0.000451062,0.00006971303,0.0004719382,0.00003809314,0.00002446344,0.0000242979],"genre_scores_gemma":[0.9977479,0.0004254172,0.001408503,0.00002786617,0.0003190301,0.00002560737,0.000001688422,0.000008454535,0.00003552746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270524,"threshold_uncertainty_score":0.345178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489465595922614,"score_gpt":0.4560623323991683,"score_spread":0.1071157728069069,"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."}}