{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007198846,0.0006418959,0.0001526433,0.0009846799,0.0007240011,0.0002998738,0.000277783,0.0001857353,0.01664608],"category_scores_gemma":[0.0001029955,0.00007703642,0.0001460345,0.0006018591,0.0002352699,0.0003613199,0.0005278481,0.0002357741,0.006902014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005259016,"about_ca_system_score_gemma":0.0002157294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891552,"about_ca_topic_score_gemma":0.01776651,"domain_scores_codex":[0.9999492,0.000005659108,0.000002163462,0.00001980682,0.00001188262,0.0000112645],"domain_scores_gemma":[0.999941,0.000005108569,0.00001490796,0.000006952631,0.00001800056,0.00001409839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006413091,0.0001445008,0.09962699,0.0006388004,0.00008168851,0.00058821,0.001760755,0.0005710652,0.2174674,0.004478454,0.006101246,0.6678996],"study_design_scores_gemma":[0.00003828109,0.0003281725,0.3513275,0.0001040049,0.00009630117,0.001046797,0.00139548,0.0005562834,0.01562494,0.001099745,0.6283655,0.00001699676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5964521,0.004857908,0.004325894,0.0003927374,0.0001553655,0.000185236,0.00335376,0.00145953,0.3888175],"genre_scores_gemma":[0.7865553,0.001666625,0.005667744,0.0002892922,0.00004058163,0.0001017041,0.001892859,0.0001150532,0.2036707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664608,"threshold_uncertainty_score":0.05568671,"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."}}