{"id":"W2752794721","doi":"10.11646/zootaxa.4317.1.3","title":"Epibionts on Hydraena species (Coleoptera: Hydraenidae) from high mountain rivers of Pyrenees (Ordesa and Monte Perdido National Park), with the description of a new species","year":2017,"lang":"en","type":"article","venue":"Zootaxa","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"Biology; National park; Ecology; Abundance (ecology); Genus","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":[0.000104906,0.000177337,0.0001581986,0.001007055,0.0006612949,0.0003186299,0.0001691427,0.0001273354,0.001066051],"category_scores_gemma":[0.0002344407,0.0001610343,0.0001072022,0.0007304128,0.0002957103,0.0002595391,0.0004336817,0.000147409,0.0001231893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055717,"about_ca_system_score_gemma":0.0002201905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165503,"about_ca_topic_score_gemma":0.06979173,"domain_scores_codex":[0.9998705,0.00001240216,0.00001172821,0.00004994331,0.00003168332,0.000023663],"domain_scores_gemma":[0.9997926,0.00002423913,0.00008595413,0.0000107532,0.00003994605,0.00004651578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007105484,0.0000558731,0.9678475,0.00006424273,0.00003484047,0.0002754008,0.001906287,0.00003830801,0.02136395,0.00002825922,0.00005190745,0.0082625],"study_design_scores_gemma":[4.564121e-7,0.00002622985,0.9992003,0.000001907309,0.000003721613,0.00007097644,0.0003011777,0.0000127503,0.0001881416,0.000003544661,0.000189981,8.044118e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.0000859596,0.00003497999,0.000002524294,7.089263e-7,0.000005635624,0.0001532793,0.000001104371,0.0004287594],"genre_scores_gemma":[0.9988913,0.0001027859,0.0002084124,0.000006930075,0.000002183671,0.000008459998,0.0003091971,6.286309e-7,0.0004700615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0165503,"threshold_uncertainty_score":0.03290796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245048257246042,"score_gpt":0.2015459368310634,"score_spread":0.179095454258603,"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."}}