{"id":"W4322488713","doi":"10.11646/zootaxa.5249.1.6","title":"Zavrelia parapentatoma (Chironomidae: Diptera), a curious new species from North America, revealed by molecular methods","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Trent University","funders":"","keywords":"Biology; Chironomidae; Pupa; Genus; Zoology; Larva; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001408021,0.0003943835,0.0002183234,0.001441528,0.001000982,0.0004928027,0.0003139673,0.0003308387,0.0009751219],"category_scores_gemma":[0.0003262242,0.0001886529,0.0001816604,0.0005830672,0.0003173808,0.0005614943,0.0006933077,0.0003591733,0.0003286278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791313,"about_ca_system_score_gemma":0.0002811803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004689098,"about_ca_topic_score_gemma":0.02872328,"domain_scores_codex":[0.9998887,0.00001209641,0.00001779724,0.0000440939,0.00001988674,0.00001749708],"domain_scores_gemma":[0.9997895,0.00002700491,0.0001127672,0.00002182207,0.00002472024,0.00002417963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002374651,0.00007668788,0.5903329,0.0005902914,0.0000953842,0.004920218,0.003577353,0.0003091953,0.2462314,0.0005243678,0.0005120724,0.1525926],"study_design_scores_gemma":[0.000008781938,0.0001286597,0.9786192,0.0001405898,0.00006506175,0.008492854,0.001185826,0.0003511598,0.002288101,0.0001321242,0.008566655,0.00002105533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991482,0.002171963,0.001824587,0.00006567735,0.00003045549,0.00006094749,0.0003033865,0.00004439699,0.00401653],"genre_scores_gemma":[0.9924743,0.0009423195,0.005146686,0.00006984085,0.00001889994,0.00004060012,0.0004883696,0.000004835417,0.0008141423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004689098,"threshold_uncertainty_score":0.009323597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252193143787157,"score_gpt":0.2363055658438639,"score_spread":0.2237836344059923,"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."}}