{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001328917,0.0001507756,0.0001545096,0.00003909197,0.0002508433,0.00001175561,0.0002944118,0.00003760858,0.00001644951],"category_scores_gemma":[0.00003504854,0.000109346,0.0001014045,0.0002984144,0.0002060048,0.000002738485,0.00005130128,0.0001208622,0.0000403343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939544,"about_ca_system_score_gemma":0.00004991499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295799,"about_ca_topic_score_gemma":0.00008740596,"domain_scores_codex":[0.9989623,0.0001497433,0.0001686123,0.0003066491,0.0001805551,0.0002320732],"domain_scores_gemma":[0.9993286,0.00001583184,0.00007899929,0.00043007,0.00003247,0.0001140914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003514517,0.002653151,0.1168159,0.0000219712,0.0008665303,0.00008638937,0.004440407,0.01038252,0.629095,0.0004161821,0.1339186,0.09778875],"study_design_scores_gemma":[0.0007874969,0.001214157,0.9562777,0.000004549579,0.00004764914,0.0001330476,0.0006883128,0.0004902863,0.002544208,0.00006167164,0.03733915,0.0004117502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992579,0.0003780721,0.004600526,0.001581436,0.0001039487,0.0003190119,0.00001667112,0.00002504766,0.0003963126],"genre_scores_gemma":[0.9957682,0.0001442045,0.0007034576,0.001870867,0.0001410619,0.00002035281,0.00004239017,0.00001858939,0.001290861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8394617,"threshold_uncertainty_score":0.4459002,"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."}}