{"id":"W4396777353","doi":"10.11646/zootaxa.5448.1.10","title":"A new, apparently lotic species of Relictorygmus from the Northern Cape Kamiesberg, South Africa (Coleoptera, Hydrophilidae, Cylominae)","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Circus School","funders":"","keywords":"Biology; River ecosystem; Ecology; Genus; Cape; Hydrophilidae; Type locality; Taxon; Subfamily; Zoology; Ecosystem; Archaeology; Geography","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":[0.0001024722,0.0006057523,0.0002934635,0.001408319,0.00139256,0.0003604952,0.0003086963,0.0004276155,0.002128977],"category_scores_gemma":[0.0003941407,0.0002782935,0.000138759,0.0007329698,0.001063843,0.0008062203,0.0008750011,0.0003635967,0.0003352936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115247,"about_ca_system_score_gemma":0.0005143949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009620168,"about_ca_topic_score_gemma":0.03371987,"domain_scores_codex":[0.9999083,0.000007547087,0.00001161981,0.00004074232,0.00001324309,0.00001859063],"domain_scores_gemma":[0.9998375,0.00003105373,0.00006618183,0.00001634489,0.00001572295,0.00003322992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001449813,0.0001865281,0.4115078,0.001777503,0.0001207173,0.02733859,0.04034795,0.0003724524,0.2270702,0.001307766,0.002256319,0.2862644],"study_design_scores_gemma":[0.00003531143,0.0005645009,0.9586843,0.0002455038,0.00005356734,0.01619909,0.006439899,0.0002089891,0.00139141,0.0002244751,0.01591996,0.00003289874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941807,0.001424558,0.0004421033,0.00007227012,0.00002508349,0.00009398979,0.0002255853,0.00002496071,0.00351064],"genre_scores_gemma":[0.9961774,0.0008543755,0.001629248,0.0001052839,0.00001681505,0.00005005259,0.0002567503,0.000005867932,0.0009040779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009620168,"threshold_uncertainty_score":0.01912832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212628151690968,"score_gpt":0.1952451231831974,"score_spread":0.1739823080141006,"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."}}