{"id":"W4307304004","doi":"10.1016/j.actatropica.2022.106725","title":"In support of morphology: Molecular analysis successfully delineates the Afrotropical genus Atylotus (Diptera: Tabanidae) into species","year":2022,"lang":"en","type":"review","venue":"Acta Tropica","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"National Research Foundation","keywords":"Biology; GenBank; Phylogenetic tree; Clade; Zoology; DNA barcoding; Morphology (biology); Genus; Phylogenetics; Evolutionary biology; Genetics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002088802,0.0004165908,0.001658925,0.0001168246,0.0001590153,0.00005787888,0.00122987,0.0002970267,0.005004962],"category_scores_gemma":[0.00006427472,0.0001459877,0.001121568,0.001409213,0.0001719798,0.0000762191,0.0003518481,0.0006083142,0.000009024818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060228,"about_ca_system_score_gemma":0.00004398512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540831,"about_ca_topic_score_gemma":0.001031174,"domain_scores_codex":[0.9972827,0.0004848074,0.0008759503,0.0005512574,0.0003907498,0.000414534],"domain_scores_gemma":[0.998879,0.000314744,0.000389597,0.0002906156,0.00005975986,0.00006627505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006957218,0.0005175936,0.004699014,0.0005555702,0.001071963,0.0005939824,0.0001591072,8.252269e-7,0.01532092,0.001235316,0.002718729,0.9730574],"study_design_scores_gemma":[0.00006933524,0.0003220246,0.006711225,0.00004578632,0.001539558,0.00002086443,0.00003119205,0.000001468452,0.0001114367,0.00005079505,0.9908053,0.0002910294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1597545,0.8369709,0.00000989945,0.001046462,0.0002267553,0.001131414,0.0002992221,0.0001001609,0.0004606658],"genre_scores_gemma":[0.1678,0.8306773,0.00006298258,0.0002909629,0.0001619048,0.000362568,0.0004463915,0.000005322866,0.000192494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880866,"threshold_uncertainty_score":0.9959046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313069563019345,"score_gpt":0.2853435294953493,"score_spread":0.2522128338651559,"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."}}