{"id":"W2964002404","doi":"","title":"A stochastic model for the evolution of the influenza virus","year":2014,"lang":"en","type":"article","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Type (biology); Lambda; Phylogenetic tree; Birth–death process; Tree (set theory); Mathematics; Combinatorics; Biology; Virology; Genetics; Physics; Gene; Medicine; Ecology","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":[0.001854446,0.001274266,0.001495358,0.001275804,0.001119818,0.002342323,0.003485654,0.003559416,0.00827335],"category_scores_gemma":[0.005171064,0.0006262294,0.001345036,0.001483816,0.001792428,0.002395472,0.001657525,0.002292463,0.001636704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175782,"about_ca_system_score_gemma":0.001759427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159741,"about_ca_topic_score_gemma":0.01028365,"domain_scores_codex":[0.9985704,0.0006119289,0.00007073755,0.0002476123,0.0002649029,0.0002343975],"domain_scores_gemma":[0.9976413,0.001319755,0.0003531118,0.0001630831,0.0002470947,0.0002755931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001301576,0.00008950967,0.001844686,0.0001054295,0.00007202154,0.0005782183,0.0002875068,0.4843298,0.001791242,0.5026917,0.00306227,0.005017338],"study_design_scores_gemma":[0.00009751507,0.00007598336,0.000410563,0.00001831656,0.00002592447,0.0001374427,0.00004037055,0.9057235,0.000116765,0.08968085,0.003635888,0.00003690089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1398314,0.00197735,0.8026267,0.007058522,0.0006889079,0.0003651566,0.004358305,0.000688546,0.04240505],"genre_scores_gemma":[0.8640652,0.002077732,0.07065569,0.0009203834,0.000694414,0.001087321,0.002313223,0.0001493148,0.05803679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0159741,"threshold_uncertainty_score":0.03176224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0962439664394081,"score_gpt":0.3802724332905685,"score_spread":0.2840284668511605,"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."}}