{"id":"W4210763643","doi":"10.1038/s41598-022-05856-x","title":"Species delimitation and mitonuclear discordance within a species complex of biting midges","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; U.S. Department of Agriculture","keywords":"Biology; Sympatry; Species complex; Reproductive isolation; Allopatric speciation; Evolutionary biology; Population; Zoology; Ecology; Sympatric speciation; Genetics; Phylogenetic tree; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007149793,0.00009305153,0.0001640557,0.00002542618,0.0009868866,0.0001205508,0.0001085821,0.00001276432,0.0004076442],"category_scores_gemma":[0.0001597946,0.00004213673,0.00005139909,0.0004487768,0.0003716475,0.0001107186,0.0002923573,0.00007368276,0.000001512592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002365253,"about_ca_system_score_gemma":0.000008787518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008816206,"about_ca_topic_score_gemma":0.0003206405,"domain_scores_codex":[0.9985523,0.0000568054,0.0003728389,0.000405629,0.0004339511,0.0001784612],"domain_scores_gemma":[0.9993678,0.00009823342,0.0003134577,0.00009127045,0.00008817827,0.00004111574],"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":[0.000007377831,0.00004202017,0.04521718,0.00001240992,0.000008503572,0.00004633866,0.001633548,0.00003433275,0.9456207,0.0002896473,0.004795607,0.002292397],"study_design_scores_gemma":[0.00007244344,0.0002040497,0.8092329,0.00003302727,0.00001516474,0.0002183006,0.01569388,0.0001784605,0.03985147,0.003154076,0.1310567,0.0002895993],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960583,0.0002014416,0.00000121176,0.0007206252,0.001278212,0.0001420469,0.00001628231,0.00003532355,0.001546587],"genre_scores_gemma":[0.9974669,0.000007271604,0.0002952178,0.00004146827,0.00006269701,0.00001380363,0.0000435242,8.951268e-7,0.002068247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9057692,"threshold_uncertainty_score":0.7590433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05293676803663675,"score_gpt":0.2269078323540932,"score_spread":0.1739710643174565,"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."}}