{"id":"W4214861448","doi":"10.1126/science.abk2432","title":"Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly","year":2022,"lang":"en","type":"article","venue":"Science","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":848,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Biotechnology and Biological Sciences Research Council; National Institutes of Health; KU Leuven; National Institute on Deafness and Other Communication Disorders; École Polytechnique Fédérale de Lausanne; National Institute on Aging; National Eye Institute; Wellcome Trust; Vlaams Supercomputer Centrum; Genentech; National Institute of Allergy and Infectious Diseases; Howard Hughes Medical Institute","keywords":"Atlas (anatomy); On the fly; Nucleus; Biology; Anatomy; Cell biology; Computer science; Operating system","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":[0.0002766631,0.0008428447,0.0006683946,0.002313766,0.0006333375,0.0007436554,0.0007573302,0.000475135,0.01133872],"category_scores_gemma":[0.0003132095,0.0003354334,0.0004238003,0.00313802,0.0001815782,0.0005182119,0.0007430621,0.0006129727,0.008315452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000627855,"about_ca_system_score_gemma":0.001032017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00571154,"about_ca_topic_score_gemma":0.01569331,"domain_scores_codex":[0.9997917,0.00001645586,0.00001464205,0.00007346257,0.00007709295,0.00002666674],"domain_scores_gemma":[0.9997752,0.00002711135,0.00004298659,0.00004366769,0.00006474317,0.00004620654],"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":[0.0005063141,0.00003836225,0.009643923,0.003930556,0.0003883711,0.0006794404,0.0004999138,0.002028824,0.6045225,0.005145921,0.2922495,0.08036634],"study_design_scores_gemma":[0.0000577153,0.0000638369,0.05540442,0.0002180818,0.0002104755,0.001157131,0.0001255611,0.002420604,0.04602363,0.002208481,0.8920456,0.00006436864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02092006,0.005174595,0.02715818,0.0001395963,0.0001101293,0.00008504405,0.9265615,0.008247805,0.0116031],"genre_scores_gemma":[0.02843368,0.00368274,0.04101664,0.0002351109,0.00004001158,0.0003393662,0.9169494,0.0019169,0.007386175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01133872,"threshold_uncertainty_score":0.03793174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349479818901022,"score_gpt":0.1969959436761047,"score_spread":0.1835011454870945,"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."}}