{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001613721,0.00007014455,0.0001266044,0.00001141196,0.0002254119,0.0000205833,0.0001890362,0.00008908164,0.00001422251],"category_scores_gemma":[0.0002047007,0.00003083962,0.0000181266,0.0003984444,0.0001656562,0.00004720591,0.0001354744,0.0001621654,0.000001447629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002806545,"about_ca_system_score_gemma":0.000009030572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980857,"about_ca_topic_score_gemma":0.02218299,"domain_scores_codex":[0.9992217,0.0002680385,0.0001398442,0.0002053862,0.00003476805,0.0001302633],"domain_scores_gemma":[0.9994556,0.0001922864,0.00008682508,0.0001837764,0.00005455314,0.00002692682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008055066,0.00009221569,0.9028237,0.00000177548,0.000009557212,0.000003697531,0.00008466963,3.834027e-7,0.09309285,0.00304724,0.000006190524,0.0008296306],"study_design_scores_gemma":[0.00007645693,0.00003694763,0.9972184,0.0000400322,0.00001254077,0.000008026485,0.0003423067,0.00001977788,0.0008163299,0.0006711306,0.0006715924,0.00008647686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931101,0.00189912,0.000002013051,0.003920283,0.00002200367,0.00007810289,0.00000913494,0.00003255027,0.00092671],"genre_scores_gemma":[0.9992043,0.0002201696,0.0002709807,0.00005673983,0.00001478033,0.00002118035,0.0001265108,8.231503e-7,0.00008451851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09439465,"threshold_uncertainty_score":0.9956596,"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."}}