{"id":"W7117297656","doi":"10.1649/0010-065x-79.4.659","title":"A New, Cryptic Species of Brathinus LeConte (Coleoptera: Staphylinidae: Omaliinae) from Northeastern North America","year":2025,"lang":"","type":"article","venue":"The Coleopterists Bulletin","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Natural Resources Canada","funders":"","keywords":"Species complex; Taxonomy (biology); Holotype; DNA barcoding; Biogeography; Assemblage (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003640258,0.0008259222,0.001177698,0.00007500958,0.0007674525,0.0004871407,0.001679518,0.0003221618,0.01108204],"category_scores_gemma":[0.0001919845,0.0004203865,0.0007057801,0.001147723,0.00077361,0.0001334831,0.0007276821,0.0006099112,0.0007302013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495564,"about_ca_system_score_gemma":0.0002233252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03580141,"about_ca_topic_score_gemma":0.03190358,"domain_scores_codex":[0.9951237,0.0006021611,0.001627036,0.001110139,0.0005879836,0.0009489887],"domain_scores_gemma":[0.9966543,0.0009727177,0.001006604,0.0006787826,0.0003588304,0.0003287596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003631697,0.0009371557,0.4284717,0.0001486737,0.0006109371,0.00005891265,0.001457694,0.000164454,0.0006278899,0.0004834863,0.01532932,0.5480781],"study_design_scores_gemma":[0.0008339024,0.0007285525,0.6251754,0.0003098707,0.0002219386,0.000002256755,0.001058569,0.0001784666,0.0004278892,0.0002365573,0.3703052,0.0005214018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630124,0.002655227,0.001735858,0.0158379,0.001315015,0.001372666,0.001086757,0.00009393526,0.01289026],"genre_scores_gemma":[0.991483,0.0004132258,0.0002472087,0.001572192,0.0007889601,0.00008174891,0.0002829995,0.000003480071,0.005127186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5475567,"threshold_uncertainty_score":0.9998248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310579989439417,"score_gpt":0.2062282693117752,"score_spread":0.193122469417381,"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."}}