{"id":"W2326644334","doi":"10.1139/g2012-031","title":"Integrated cytogenetic, ecological, and DNA barcode study reveals cryptic diversity in<i>Simulium</i>(<i>Gomphostilbia</i>)<i>angulistylum</i>(Diptera: Simuliidae)","year":2012,"lang":"en","type":"article","venue":"Genome","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thailand Research Fund","keywords":"Biology; Black fly; Genetic diversity; Ecology; Phylogeography; DNA barcoding; Population; Cytochrome c oxidase subunit I; Mitochondrial DNA; Evolutionary biology; Cytochrome b; Zoology; Phylogenetics; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000125758,0.0001867199,0.0001768734,0.001516007,0.0002252479,0.0002929625,0.0001704013,0.0002817247,0.0005103372],"category_scores_gemma":[0.0002328724,0.0001521768,0.0002211851,0.0009997588,0.0002716846,0.0001671901,0.0003801826,0.0003104414,0.00014614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002591671,"about_ca_system_score_gemma":0.0001930824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536049,"about_ca_topic_score_gemma":0.009357454,"domain_scores_codex":[0.9998727,0.00001414281,0.000007367041,0.0000511277,0.00003044031,0.00002419996],"domain_scores_gemma":[0.999666,0.00003522401,0.0001451615,0.00001783742,0.00005208229,0.00008378792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002563366,0.00007229692,0.5144252,0.00008554692,0.0001260941,0.0003315917,0.0009974911,0.0002568189,0.4668075,0.0001469071,0.00006823688,0.01642612],"study_design_scores_gemma":[0.000004547063,0.0001225208,0.9947953,0.000006710491,0.00002591017,0.000359198,0.0003273803,0.0003816761,0.003578589,0.00002969922,0.0003619676,0.000006516013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991965,0.00009148143,0.0003173175,0.000005587342,0.000001160972,0.000004825219,0.0001689106,0.000005355721,0.0002088787],"genre_scores_gemma":[0.9987854,0.00005151667,0.0006461844,0.00001121412,0.00000141669,0.000006325274,0.000342801,0.000002185056,0.0001529799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004536049,"threshold_uncertainty_score":0.009019315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227521284400786,"score_gpt":0.2170004097480313,"score_spread":0.1942482813079527,"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."}}