{"id":"W4403425363","doi":"10.2139/ssrn.4974755","title":"Co-Evolution of Benign Pathogen-Host Interactions with Vertical Transmission","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Host (biology); Transmission (telecommunications); Pathogen; Horizontal transmission; Biology; Evolutionary biology; Virology; Genetics; Computer science; Telecommunications; Virus","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":[0.0009030005,0.0004867356,0.000533272,0.0008829411,0.0005802277,0.001269097,0.000651253,0.001382401,0.003541135],"category_scores_gemma":[0.003805074,0.0003274819,0.0003934981,0.0006150239,0.0008138135,0.001009249,0.001484436,0.0008795979,0.0006534122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006721459,"about_ca_system_score_gemma":0.0004286093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008122459,"about_ca_topic_score_gemma":0.001261042,"domain_scores_codex":[0.9993068,0.0001828063,0.00003263401,0.0001841694,0.0001359001,0.0001576132],"domain_scores_gemma":[0.997127,0.001227039,0.0006247151,0.0003369953,0.0002344488,0.0004498067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008540162,0.0002046207,0.1019563,0.0002721513,0.000296967,0.001610216,0.0007227145,0.009689327,0.8202682,0.02725273,0.0009259836,0.03594671],"study_design_scores_gemma":[0.0002806507,0.001095329,0.60313,0.00008326097,0.0006070629,0.01169176,0.002030951,0.1835545,0.08689436,0.1009834,0.009376151,0.0002726099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928219,0.0002244933,0.003954686,0.0001459189,0.00001499082,0.000007058536,0.00004888781,0.00005822893,0.002723888],"genre_scores_gemma":[0.9984621,0.00006264408,0.0007861473,0.00003345839,0.000008609771,0.000004055542,0.0000431815,0.00001768286,0.0005821597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003541135,"threshold_uncertainty_score":0.0118463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004412566509503993,"score_gpt":0.2550473578427587,"score_spread":0.2506347913332547,"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."}}