{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001090618,0.0001842531,0.0001964781,0.00001107471,0.0001544799,0.0001463461,0.0003405167,0.00008766,0.001484405],"category_scores_gemma":[0.00004288373,0.00006617825,0.0001861896,0.0003652357,0.00008156108,0.00009940974,0.00009898072,0.0001536218,0.0002858822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004766254,"about_ca_system_score_gemma":0.00003191422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701121,"about_ca_topic_score_gemma":0.009950769,"domain_scores_codex":[0.9988189,0.00005282436,0.0002774153,0.0003412443,0.0002446773,0.0002649422],"domain_scores_gemma":[0.9993679,0.0002598971,0.00009382547,0.0001333411,0.00004786127,0.00009718369],"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":[0.0001751855,0.0001492091,0.149802,0.00003182327,0.0001465863,0.0000406151,0.005191095,0.00004598083,0.003574739,0.001462621,0.005980202,0.8333999],"study_design_scores_gemma":[0.0001475493,0.0001883265,0.2522641,0.00009717403,0.00006786043,0.000002341972,0.001195621,0.000224082,0.0007505503,0.0003732266,0.7444302,0.0002589449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887519,0.001981509,0.00006592196,0.0009769093,0.0003512622,0.0002289994,0.0003245167,0.00009467051,0.007224308],"genre_scores_gemma":[0.9980888,0.00002011555,0.00002852705,0.00005360053,0.0006990336,0.00001615711,0.00008644002,9.273083e-7,0.00100642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.833141,"threshold_uncertainty_score":0.9994284,"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."}}