{"id":"W2171058877","doi":"10.1111/j.1752-4571.2008.00058.x","title":"Mixed infections and the competitive fitness of faster‐acting genetically modified viruses","year":2009,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Autographa californica; Host (biology); Recombinant DNA; Selection (genetic algorithm); Virus; Competition (biology); Experimental evolution; Virology; Genetic Fitness; Population; Viral evolution; Genetics; Gene; Ecology; RNA","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006243197,0.0004186055,0.0003097506,0.0003479986,0.0002187051,0.0006916008,0.0003324071,0.0003803145,0.000773103],"category_scores_gemma":[0.0005769152,0.0002162111,0.0003037109,0.0001363965,0.0002253216,0.0003951158,0.0005104287,0.0005910536,0.0001454222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331925,"about_ca_system_score_gemma":0.0001344833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007386217,"about_ca_topic_score_gemma":0.0009345359,"domain_scores_codex":[0.9993221,0.0001945233,0.00004919705,0.0001348109,0.0002151406,0.00008425927],"domain_scores_gemma":[0.9992362,0.0003623184,0.0001848881,0.00007328548,0.00006989616,0.00007337108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006062958,0.00002255811,0.0008646994,0.0000132071,0.00001040899,0.00001982032,0.00002216874,0.00009319105,0.9978415,0.00009038107,0.000008315958,0.0009529712],"study_design_scores_gemma":[0.00001990853,0.0009864609,0.01974538,0.000008713507,0.00004494378,0.0006638553,0.00007118817,0.007035069,0.9704601,0.0001558549,0.0007852266,0.00002325579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997866,0.0004347609,0.001399674,0.000009515542,0.000003693134,0.000006730165,0.00003085995,0.000008269565,0.0002405392],"genre_scores_gemma":[0.9962161,0.0001408408,0.002685458,0.00001556401,0.000004348624,0.00001545166,0.0001504387,0.00001714945,0.0007544701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000773103,"threshold_uncertainty_score":0.00386858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013558850752254,"score_gpt":0.2638357412089283,"score_spread":0.2502768904566743,"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."}}