{"id":"W4361190365","doi":"10.1101/pdb.prot108301","title":"Sugar Detection in Mosquitoes via Anthrone Tests","year":2023,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anthrone; Sugar; Nectar; Biology; Toxicology; Ecology; Food science; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006138605,0.001020773,0.0003554874,0.0007880669,0.0003893208,0.0003848352,0.0005916227,0.0004938168,0.004130993],"category_scores_gemma":[0.0007777399,0.0003156372,0.0002945485,0.0004525306,0.0003995641,0.0003112588,0.0006335446,0.001102423,0.00209834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168017,"about_ca_system_score_gemma":0.0002588081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179432,"about_ca_topic_score_gemma":0.003329976,"domain_scores_codex":[0.9992213,0.0001775221,0.00006332113,0.0001515379,0.0002894095,0.00009682973],"domain_scores_gemma":[0.9993953,0.000126629,0.0001461592,0.00005997283,0.0001934935,0.00007852792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004503192,0.0001847735,0.004685523,0.0002138032,0.00002607442,0.0001108518,0.0002369488,0.0002076751,0.9816447,0.0004273932,0.001250121,0.01056169],"study_design_scores_gemma":[0.00005675328,0.002708643,0.03926272,0.00009409168,0.00006994754,0.0004161037,0.0002228821,0.002491703,0.9432638,0.0003942992,0.01095525,0.00006383665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8357894,0.002606847,0.09906987,0.0005099565,0.0005664754,0.003056616,0.008969703,0.002091359,0.04733972],"genre_scores_gemma":[0.8048606,0.006271561,0.1114178,0.0009343648,0.0002196023,0.005085441,0.01317945,0.0002235293,0.05780774],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004130993,"threshold_uncertainty_score":0.01381952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035795120636686,"score_gpt":0.3141257857421093,"score_spread":0.2937678345357424,"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."}}