{"id":"W4246370098","doi":"10.22541/au.158809512.28794420","title":"Bird species involved in West Nile virus epidemiological cycle in southern Quebec","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Université de Montréal","funders":"","keywords":"Enzootic; West Nile virus; Culex pipiens; Biology; Culex; Ecology; Blood meal; Zoology; Virus; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004237629,0.0004641502,0.001379732,0.0002234532,0.00003506683,0.00003455541,0.0003733597,0.0006031626,0.001680958],"category_scores_gemma":[0.00124879,0.0003629261,0.0003074725,0.000356839,0.0001437483,0.00004111654,0.0001849389,0.001025869,0.003136648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897037,"about_ca_system_score_gemma":0.000305068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1368673,"about_ca_topic_score_gemma":0.3511566,"domain_scores_codex":[0.9972396,0.0003013734,0.0008034013,0.0007725322,0.0003180828,0.0005650062],"domain_scores_gemma":[0.9983832,0.0003071447,0.0002178099,0.00069556,0.00003540051,0.0003609292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005235894,0.000377216,0.01518721,0.0002000304,0.0000541076,0.001169552,0.0001516094,0.000008424885,0.00007052749,0.00007582638,0.9810896,0.001092328],"study_design_scores_gemma":[0.001989623,0.0002154286,0.1047115,0.0003666527,0.0001944324,0.000005391341,0.000710914,0.0002493214,0.000003658283,0.0002546535,0.8908785,0.0004198642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01700977,0.001479169,0.000005038969,0.003121531,0.0002518718,0.0008156619,0.9770408,0.0001685369,0.000107566],"genre_scores_gemma":[0.04120525,0.0005163387,0.00003436389,0.004134044,0.0009706703,0.000205689,0.9522734,0.00008747521,0.0005727618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2142892,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03539383201932791,"score_gpt":0.2942311443908694,"score_spread":0.2588373123715415,"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."}}