{"id":"W4309681929","doi":"10.1101/2022.11.22.517370","title":"Neurogenetic identification of mosquito sensory neurons","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Johns Hopkins University; Bloomberg Philanthropies; U.S. Department of Defense","keywords":"Biology; Sensory system; Neuroscience; Appendage; Anopheles; Ionotropic effect; Neuron; Green fluorescent protein; CRISPR; Gene; Receptor; Anatomy; Genetics; Malaria","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":[0.0001116626,0.00035969,0.0001662596,0.0007601155,0.0002224775,0.0003755236,0.0001892408,0.0002315612,0.01428217],"category_scores_gemma":[0.0001168988,0.0001214109,0.0002204249,0.0003857169,0.0001551629,0.0002478311,0.0002322404,0.0005565043,0.003411265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313851,"about_ca_system_score_gemma":0.0002271049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628575,"about_ca_topic_score_gemma":0.002007306,"domain_scores_codex":[0.9999361,0.000003772391,0.000002777041,0.00002576138,0.00002223613,0.000009331628],"domain_scores_gemma":[0.9999392,0.000009650821,0.00001874953,0.000006610703,0.00001479333,0.0000110178],"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":[0.0001203324,0.00002005239,0.001635176,0.0004922522,0.00001920742,0.0002053819,0.00005742568,0.0006292106,0.9611255,0.003110585,0.006508844,0.02607608],"study_design_scores_gemma":[0.00003794043,0.0001256043,0.03176431,0.0001594383,0.00004812643,0.001119472,0.0001980866,0.004394853,0.8536307,0.003203304,0.1052841,0.00003411126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6622221,0.01684519,0.1697854,0.004309009,0.001389084,0.0004673258,0.0684378,0.003922982,0.07262103],"genre_scores_gemma":[0.7362801,0.01096665,0.1307987,0.001133455,0.0002211693,0.0003309422,0.05255301,0.0006692756,0.06704667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428217,"threshold_uncertainty_score":0.04777861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549645786610489,"score_gpt":0.2736321965825647,"score_spread":0.2381357387164598,"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."}}