{"id":"W7114807219","doi":"10.5281/zenodo.17884614","title":"Flaviellus kluanensis Smith and Skelley 2020, new species","year":2020,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paratype; Holotype; Seta; Genus; Dorsum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016303,0.0003889381,0.0002166917,0.001863249,0.001372211,0.000411875,0.000546899,0.000336167,0.008280157],"category_scores_gemma":[0.0003211137,0.0001956264,0.0001928675,0.0008288168,0.0006138009,0.00132609,0.0009349835,0.0006216211,0.003049346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006744553,"about_ca_system_score_gemma":0.0005840008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02098002,"about_ca_topic_score_gemma":0.07885486,"domain_scores_codex":[0.9998817,0.000007189246,0.00001339135,0.00004063519,0.00003894722,0.00001803499],"domain_scores_gemma":[0.9998697,0.00001729739,0.00004061618,0.00001286468,0.00004184062,0.00001758091],"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":[0.0003513684,0.00008566369,0.04203208,0.0004631545,0.00006287602,0.002755297,0.003873998,0.0004366097,0.01419301,0.002574264,0.03004638,0.9031253],"study_design_scores_gemma":[0.00004990133,0.0003892157,0.3650922,0.000691875,0.0001324282,0.00843036,0.004414453,0.0008280709,0.001850668,0.001592558,0.6164861,0.00004214659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5644332,0.02201811,0.006203148,0.002486279,0.0008920406,0.0005590126,0.005657227,0.0009050277,0.3968458],"genre_scores_gemma":[0.8719367,0.01065221,0.00992264,0.00103037,0.0003313717,0.0003109986,0.007441089,0.00006861724,0.09830595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02098002,"threshold_uncertainty_score":0.0417158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250582109120279,"score_gpt":0.2207766515045402,"score_spread":0.1782708304133374,"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."}}