{"id":"W4407086655","doi":"10.1016/j.cub.2024.12.019","title":"Insect chemosensation: A grapefruit squeeze on mosquito-borne disease","year":2025,"lang":"en","type":"article","venue":"Current Biology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Human Frontier Science Program; Michael Smith Health Research BC","keywords":"Biology; Insect; Disease; Zoology; Ecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000113042,0.0003086734,0.0002237323,0.00007137749,0.0002270596,0.0003723758,0.0002140485,0.0002988751,0.001885116],"category_scores_gemma":[0.00007460559,0.0001035557,0.0002966832,0.00006521285,0.0002134915,0.0002965457,0.0002410319,0.0004654122,0.0001752755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000480755,"about_ca_system_score_gemma":0.00024298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006076762,"about_ca_topic_score_gemma":0.01218041,"domain_scores_codex":[0.9999417,0.000006578042,0.00000226994,0.00001731147,0.00001289023,0.00001928647],"domain_scores_gemma":[0.9999615,0.00000476526,0.000008380985,0.00000375366,0.000004964537,0.00001668687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003179628,0.00002613088,0.0003768106,0.00003352722,0.000009593453,0.00006933157,0.00001915518,0.00003666669,0.9966054,0.0001171469,0.0001177167,0.002270561],"study_design_scores_gemma":[0.0001439477,0.003948713,0.09194753,0.00003244021,0.0001137823,0.0004958375,0.000366535,0.002106458,0.8895314,0.0002166562,0.01105616,0.00004071118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959027,0.001312054,0.0004105002,0.0003602538,0.00005719369,0.00002039164,0.00006166645,0.00004284688,0.001832346],"genre_scores_gemma":[0.992733,0.0009008578,0.0004956046,0.0003409505,0.00002183735,0.00000842443,0.00009039323,0.00001460772,0.005394191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006076762,"threshold_uncertainty_score":0.01208276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799819696364266,"score_gpt":0.3077210222124969,"score_spread":0.2897228252488543,"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."}}