{"id":"W3035730675","doi":"10.11646/zoosymposia.18.1.11","title":"<p class=\"ZootaxaTitle\"><strong>Larvae and adults of Vietnamese species of <em>Drepanocentron</em> and <em>Hydromanicus</em> (Trichoptera: Xiphocentronidae, Hydropsychidae)</strong></p>","year":2020,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Clemson University","keywords":"Caddisfly; Hydropsychidae; Biology; Calyx; Larva; Appendage; Anatomy; Genus; Dorsum; Mandible (arthropod mouthpart); Zoology; Botany","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001217677,0.002506207,0.003220265,0.0006995293,0.00123206,0.0006341417,0.002923813,0.001436321,0.009682439],"category_scores_gemma":[0.0003451426,0.00255468,0.001042592,0.001863013,0.002409433,0.002274159,0.003114132,0.001334149,0.002672374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268436,"about_ca_system_score_gemma":0.0003579715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002594733,"about_ca_topic_score_gemma":0.01084462,"domain_scores_codex":[0.9853996,0.0008339788,0.002982864,0.003971118,0.003039157,0.003773291],"domain_scores_gemma":[0.9927338,0.0003899824,0.002233161,0.002299378,0.0003126674,0.002030965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006113731,0.005106338,0.1001054,0.002222576,0.003144792,0.001250089,0.02528838,0.006472208,0.6126562,0.01348924,0.2137198,0.01043124],"study_design_scores_gemma":[0.02892252,0.007731836,0.2182207,0.001119463,0.002704129,0.0005161318,0.003124152,0.07975005,0.02505641,0.0008115611,0.6240607,0.007982327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671755,0.004948848,0.0002437206,0.001795268,0.001560612,0.002549334,0.001218172,0.0004536393,0.02005493],"genre_scores_gemma":[0.9868172,0.003627968,0.001930827,0.001127295,0.000650033,0.0001011842,0.0005668053,0.0003205242,0.004858156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875998,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0078615129421131,"score_gpt":0.187664148396433,"score_spread":0.1798026354543199,"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."}}