{"id":"W2063755680","doi":"10.1086/589892","title":"Transmission‐Recovery Trade‐Offs to Study Parasite Evolution","year":2008,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biology; Transmission (telecommunications); Parasite hosting; Evolutionary biology; Computer science; Telecommunications","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":[0.001078398,0.0006018953,0.0007409451,0.0007107392,0.0004687204,0.001057742,0.0009987121,0.001766334,0.003507683],"category_scores_gemma":[0.005507023,0.0002740269,0.0008876717,0.0006753545,0.001313984,0.00239118,0.001239498,0.00173493,0.0003812387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318162,"about_ca_system_score_gemma":0.0003140242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324601,"about_ca_topic_score_gemma":0.0007085881,"domain_scores_codex":[0.9995754,0.0002237838,0.00001742481,0.00007181135,0.00005173498,0.00005990051],"domain_scores_gemma":[0.9977482,0.001487248,0.0003823778,0.0001861296,0.00005812629,0.0001378092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008531648,0.000121382,0.008376368,0.0001652505,0.0001851688,0.0003376233,0.000168334,0.5346226,0.009640859,0.4310892,0.00137361,0.01383446],"study_design_scores_gemma":[0.00002319933,0.00009281377,0.002791137,0.00002240541,0.00003660311,0.0002566527,0.00006823,0.7863756,0.0007931483,0.2071574,0.002352366,0.00003047122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6209649,0.005009016,0.3366153,0.00412166,0.0002000941,0.0001031747,0.0003838803,0.000225047,0.03237693],"genre_scores_gemma":[0.9750159,0.001545478,0.01848882,0.0002251604,0.00009515089,0.00009458182,0.0001003604,0.00006160088,0.004372848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507683,"threshold_uncertainty_score":0.01173437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940150684181049,"score_gpt":0.2623109441453815,"score_spread":0.2543707934612005,"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."}}