{"id":"W4386210551","doi":"10.11646/zootaxa.5339.2.6","title":"Eupotemus tuberculatus sp. nov., the first hooded shore beetle confirmed from southern Africa (Coleoptera, Epimetopidae)","year":2023,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Circus School","funders":"","keywords":"Biology; Taxonomy (biology); Taxon; Tanzania; Zoology; Ecology; Species group; Shore; Fishery; Ethnology","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":[0.0001051666,0.0004294978,0.0001766801,0.0007138086,0.0009265842,0.000395235,0.0002406933,0.0004626237,0.002034625],"category_scores_gemma":[0.0003488119,0.0001707726,0.0001176333,0.0003172213,0.0004035635,0.0006024296,0.0006971788,0.000400031,0.0006487172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555641,"about_ca_system_score_gemma":0.0001915412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755528,"about_ca_topic_score_gemma":0.008333859,"domain_scores_codex":[0.9999286,0.000005986419,0.00001202654,0.00002155702,0.00001283561,0.00001896256],"domain_scores_gemma":[0.9997368,0.00004883222,0.0001114253,0.00001772769,0.00002614429,0.00005906434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009359318,0.0001867883,0.519347,0.00142976,0.00008713413,0.03510077,0.009951747,0.000395855,0.1296314,0.0008868927,0.003519896,0.2985269],"study_design_scores_gemma":[0.00001707622,0.0004872681,0.9199997,0.0003559798,0.00003936333,0.03893314,0.003666796,0.0002488162,0.00407943,0.0002030399,0.03193952,0.00002988858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898046,0.003489475,0.0006070114,0.00013358,0.00008753681,0.00005701379,0.000587245,0.00002175789,0.005211754],"genre_scores_gemma":[0.9942353,0.001524254,0.002039765,0.0001746019,0.00004096123,0.00002542497,0.0004599717,0.000004195926,0.00149541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755528,"threshold_uncertainty_score":0.006806552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669164667955437,"score_gpt":0.2081508768148163,"score_spread":0.1814592301352619,"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."}}