{"id":"W3035009288","doi":"10.11646/zoosymposia.18.1.12","title":"<p class=\"ZootaxaTitle\"><strong>New and variable caddisfly species (Insecta: Trichoptera) from Bạch Mã National Park in Vietnam</strong></p>","year":2020,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Caddisfly; Genus; Vietnamese; Biology; National park; Zoology; Ecology; Male genitalia; Larva","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003290286,0.0005232355,0.000624511,0.0001417453,0.0003770738,0.0002283513,0.0007622116,0.0003803673,0.02012373],"category_scores_gemma":[0.0001258074,0.0005088176,0.0001418389,0.0006584671,0.0004029008,0.0008301359,0.0007230285,0.000436361,0.002960972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962009,"about_ca_system_score_gemma":0.0001707881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171206,"about_ca_topic_score_gemma":0.009669326,"domain_scores_codex":[0.9962709,0.0001937729,0.0006078407,0.001150586,0.0008546232,0.0009223122],"domain_scores_gemma":[0.9986386,0.0001734179,0.0002593801,0.0003663472,0.0000369247,0.0005253163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006473837,0.0005756888,0.2256699,0.00007616409,0.0003043968,0.000235318,0.004432357,0.00808882,0.1745015,0.01192178,0.5723128,0.001233921],"study_design_scores_gemma":[0.004053494,0.0004808339,0.2004015,0.00005198978,0.0001219834,0.00002225921,0.0001335445,0.0242132,0.001724313,0.001249772,0.7664378,0.001109382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744521,0.0006575426,0.0008399789,0.006237007,0.0008815832,0.0008597153,0.0007408761,0.0002011004,0.1151301],"genre_scores_gemma":[0.9845948,0.0002236025,0.003369019,0.002387291,0.0004556105,0.00003312277,0.0003901517,0.00005719567,0.008489233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941249,"threshold_uncertainty_score":0.9997364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417400974972015,"score_gpt":0.1890209173081785,"score_spread":0.1748469075584584,"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."}}