{"id":"W6930665149","doi":"10.5281/zenodo.15801414","title":"Acuminiseta;Aluligera;Anatalanta;Anomioptera;Anommonia;Apterobiroina;Apteromyia;Aptilotella;Aptilotus;Archiceroptera;Archicollinella;Archileptocera;Aspinilimonina;Bentrovata;Biroina;Bitheca;Bromeloecia;Ceroptera;Chaetopodella;Chespiritos;Coproica;Druciatus;Elachisoma;Gobersa;Gonioneura;Herniosina;Howickia;Indiosina;Kabaria;Lepidosina;Leptocera;Limomyza;Limosina;Limosinella;Lobeliomyia;Mesaptilotus;Minilimosina;Monteithiana;Myrmolimosina;Nearcticorpus;Ocellipsis;Ocellusia;Opacifrons;Opalimosina;Oribatomyia;Otwayia;Pachytarsella;Palaeocoprina;Papualimosina;Papuellicesa;Paralimosina;Paraptilotus;Parasclerocoelus;Paraspelobia;Pellucialula;Philocoprella;Phthitia;Pismira;Pleuroseta;Poecilosomella;Popondetta;Pseudocollinella;Pteremis;Pterogramma;Pterogrammoides;Pullimosina;Puncticorpus;Rachispoda;Reunionia;Robustagramma;Rudolfina;Sclerocoelus;Scutelliseta;Siphlopteryx;Spelobia;Spinilimosina;Telomerina;Terrilimosina;Thoracochaeta;Trachyopella;Trisetomyia;Xenolimosina Macquart 1835","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bristle; Wing; Dorsum; Subfamily; Bent molecular geometry; Key (lock)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.0100274,0.01054235,0.009187385,0.006647859,0.01500787,0.009797818,0.01702893,0.005636327,0.006411438],"category_scores_gemma":[0.001647723,0.01190337,0.005234413,0.01042476,0.008901996,0.001674812,0.01248163,0.009375333,0.00705833],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414983,"about_ca_system_score_gemma":0.001345455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327651,"about_ca_topic_score_gemma":0.0002082105,"domain_scores_codex":[0.9452092,0.008059675,0.01115099,0.01539619,0.00689284,0.01329108],"domain_scores_gemma":[0.9670616,0.001140643,0.006195953,0.01360319,0.006046484,0.005952151],"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":[0.0540074,0.03834464,0.03196926,0.01444564,0.01905921,0.007136043,0.01280525,0.01455916,0.3506005,0.01013264,0.1838278,0.2631124],"study_design_scores_gemma":[0.02911117,0.01782723,0.01039053,0.0054273,0.004884158,0.01018232,0.005411869,0.00772098,0.07915353,0.002251952,0.8098454,0.01779353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524321,0.02008822,0.02237302,0.006967653,0.008540766,0.02832372,0.0052563,0.006307986,0.04971024],"genre_scores_gemma":[0.9382628,0.01360725,0.007665387,0.002176082,0.004199618,0.0003630851,0.01644898,0.007775438,0.009501422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6260176,"threshold_uncertainty_score":0.9996731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110294658536757,"score_gpt":0.2602643270232395,"score_spread":0.2391613804378719,"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."}}