{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704339,0.0001856846,0.0003283145,0.0002228285,0.00008601567,0.00004848012,0.0001195708,0.0001079696,0.0001024178],"category_scores_gemma":[0.0001839167,0.0001780824,0.0001094382,0.0006353001,0.00004428951,0.0001018316,0.00007406784,0.0002101529,0.0002802647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290257,"about_ca_system_score_gemma":0.0001032644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149323,"about_ca_topic_score_gemma":0.0000667271,"domain_scores_codex":[0.9984656,0.00004300604,0.0003300412,0.0004052989,0.0002980956,0.0004579667],"domain_scores_gemma":[0.9991161,0.00005628113,0.00008045095,0.0004890904,0.00007512329,0.0001830008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007388867,0.0004791311,0.06356786,0.0007670749,0.00006070274,0.0004207896,0.00004762203,0.00009769102,0.9126863,0.0008667188,0.0004044443,0.01986277],"study_design_scores_gemma":[0.004133789,0.0005803141,0.8577523,0.0007169934,0.00004980639,0.000002302693,0.00001827095,0.01290756,0.08219843,0.00004639771,0.04128494,0.0003089011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8575127,0.0001449699,0.0007025802,0.0008755277,0.0002133916,0.1393182,0.00001070789,0.0009108789,0.0003110854],"genre_scores_gemma":[0.8612208,0.000006892709,0.0000917382,0.0001628154,0.0002776161,0.1380076,0.000001100697,0.00004425085,0.0001872254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8304879,"threshold_uncertainty_score":0.7261988,"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."}}