{"id":"W3153238048","doi":"10.1038/s42003-021-02434-1","title":"Cuticular hydrocarbons are associated with mating success and insecticide resistance in malaria vectors","year":2021,"lang":"en","type":"article","venue":"Communications Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Howard Hughes Medical Institute; National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; Bill and Melinda Gates Foundation; Foundation for the National Institutes of Health","keywords":"Biology; Mating; Pyrethroid; Malaria; Abundance (ecology); Population; Sexual selection; Zoology; Resistance (ecology); Reproductive success; Ecology; Toxicology; Pesticide; Demography; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002100975,0.000165286,0.0001036017,0.0003465505,0.0002079681,0.0003099222,0.00008354143,0.0001862757,0.001440585],"category_scores_gemma":[0.0006632964,0.0001236355,0.0000789624,0.0002425763,0.0001799877,0.0001672732,0.000179642,0.0002073893,0.00008984326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541995,"about_ca_system_score_gemma":0.00007485016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003024586,"about_ca_topic_score_gemma":0.007256155,"domain_scores_codex":[0.9998767,0.00004766713,0.000008811211,0.00002387901,0.0000152157,0.0000276366],"domain_scores_gemma":[0.9993904,0.00006195462,0.0004167054,0.00001744724,0.00002907459,0.00008444925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318992,0.00008002913,0.9898891,0.00001849154,0.00004061675,0.00008420192,0.0001874081,0.00003194265,0.006771233,0.0000270602,0.00005527339,0.002682901],"study_design_scores_gemma":[0.00000104578,0.00003962852,0.9996064,0.00000232195,0.000005294002,0.00007229818,0.00008047272,0.00005979376,0.00009047223,0.000008833696,0.00003271516,7.799468e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996085,0.0001639153,0.00002347492,0.00001509278,9.370223e-7,0.000001875732,0.00003970104,8.789994e-7,0.0001457772],"genre_scores_gemma":[0.999726,0.00007241095,0.00005088852,0.000007269606,0.000001244112,0.000001764394,0.00003742802,3.945699e-7,0.0001026543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003024586,"threshold_uncertainty_score":0.00601393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685298562357288,"score_gpt":0.2619632161313591,"score_spread":0.2251102305077862,"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."}}