{"id":"W2577879001","doi":"10.11646/zootaxa.4221.4.8","title":"Digitonthophagus gazella auctorum: an unfortunate case of mistaken identity for a widely introduced species (Coleoptera: Scarabaeidae: Scarabaeinae: Onthophagini)","year":2017,"lang":"en","type":"article","venue":"Zootaxa","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"Krell Institute","keywords":"Scarabaeidae; Scarabaeinae; Biology; Ecology; Identity (music); Zoology; Aesthetics","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":[0.0006438807,0.0003368651,0.0001971698,0.000702947,0.001590143,0.0007058107,0.0004451193,0.00101636,0.001915117],"category_scores_gemma":[0.002045089,0.0001110049,0.0001006123,0.0003235855,0.001585986,0.0008488804,0.0007097465,0.001370177,0.0004487472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741696,"about_ca_system_score_gemma":0.0001794095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006942728,"about_ca_topic_score_gemma":0.02614121,"domain_scores_codex":[0.9996619,0.00008381227,0.00002225757,0.000100074,0.00008205351,0.00004986146],"domain_scores_gemma":[0.998962,0.0002518311,0.0004242906,0.0001197134,0.0001320663,0.0001100421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006193974,0.0001452711,0.600213,0.0005289501,0.00009515427,0.2023809,0.02156659,0.0002128303,0.02714175,0.00279076,0.01765779,0.1266477],"study_design_scores_gemma":[0.00002593213,0.000604951,0.5076302,0.0008205546,0.0001819242,0.3780781,0.02404916,0.00122253,0.009019642,0.003282833,0.07498983,0.00009430511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805501,0.002507538,0.0008931045,0.005797705,0.0003680021,0.00002818468,0.0001255626,0.00007041894,0.009659383],"genre_scores_gemma":[0.9952332,0.0006969029,0.0008990482,0.001566151,0.0001194654,0.000004927623,0.0000460597,0.000009972257,0.001424301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006942728,"threshold_uncertainty_score":0.01380461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995706207536031,"score_gpt":0.273723295906089,"score_spread":0.2337662338307286,"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."}}