{"id":"W4296044859","doi":"10.1111/zsc.12566","title":"Unlocking the evolution of abdominal specializations in <i>Luciuranus</i> fireflies (Coleoptera, Lampyridae)","year":2022,"lang":"en","type":"article","venue":"Zoologica Scripta","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Science Foundation of Sri Lanka; Smithsonian Tropical Research Institute; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Smithsonian Institution; National Science Foundation","keywords":"Biology; Allopatric speciation; Evolutionary biology; Sexual selection; Amniote; Reproductive isolation; Natural selection; Lineage (genetic); Zoology; Lampyridae; Phylogenetics; Morphology (biology); Ecology; Selection (genetic algorithm); Genetics; Population; Vertebrate; Gene","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":[0.0002718377,0.00008899011,0.0001513289,0.00001355691,0.0006081899,0.00002044329,0.0003101209,0.00002688047,0.0006921038],"category_scores_gemma":[0.00004976251,0.00003068988,0.00006622883,0.0004571755,0.00009770918,0.00005074466,0.0001725899,0.000129939,0.000006603023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000613527,"about_ca_system_score_gemma":0.000006623258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336934,"about_ca_topic_score_gemma":0.006024747,"domain_scores_codex":[0.9991019,0.0001278584,0.0002130093,0.0001751785,0.0001860109,0.0001959784],"domain_scores_gemma":[0.9997429,0.00008943619,0.00009755452,0.00002754703,0.00002570472,0.00001691312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002235643,0.000366581,0.7973921,0.000008866351,0.00002837119,0.00002139518,0.0008373882,0.0001388618,0.1516327,0.01135278,0.02099859,0.01699878],"study_design_scores_gemma":[0.00009785203,0.0001861881,0.8905166,0.000007879553,0.000007849124,0.000007352647,0.003037289,0.00009578886,0.0001906624,0.001217584,0.1045352,0.00009974548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874566,0.001058641,0.000004480847,0.001731809,0.0002449972,0.0001641577,0.00009623067,0.0000301624,0.009212893],"genre_scores_gemma":[0.9988031,0.00006304336,0.00001631343,0.0001935279,0.0001433549,0.0000382369,0.00001513935,4.023674e-7,0.0007269283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514421,"threshold_uncertainty_score":0.757805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812485299240806,"score_gpt":0.1978117560104651,"score_spread":0.159686903018057,"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."}}