{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003525043,0.0002514588,0.0002241745,0.001586454,0.0006017559,0.000430708,0.0003080642,0.0003485466,0.001299473],"category_scores_gemma":[0.0005055693,0.0002006945,0.0003490071,0.000613443,0.0005534231,0.0002568083,0.0004863808,0.0003860264,0.0004006881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393711,"about_ca_system_score_gemma":0.0002399102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968309,"about_ca_topic_score_gemma":0.00735167,"domain_scores_codex":[0.9998097,0.00003766876,0.00001034118,0.00006912585,0.00003420346,0.00003895593],"domain_scores_gemma":[0.9994195,0.00008608995,0.000306296,0.0000387625,0.00007187503,0.00007752578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003282693,0.0000460392,0.620156,0.0002035642,0.0001618527,0.000279552,0.00104359,0.0008354414,0.352302,0.0003780885,0.0001514044,0.02411412],"study_design_scores_gemma":[0.00000192735,0.00005904903,0.9964436,0.0000140477,0.00002344558,0.0002388552,0.0001340882,0.0008848215,0.001732746,0.00005406106,0.0004054939,0.000007861251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985196,0.0001469848,0.0005227533,0.00001985175,0.000001428357,0.00000549181,0.0001121114,0.00001906118,0.0006526215],"genre_scores_gemma":[0.9990466,0.00004424439,0.0006083819,0.00001842955,0.000002861324,0.000005082559,0.000157464,0.000007315271,0.000109577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002968309,"threshold_uncertainty_score":0.005902052,"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."}}