{"id":"W4395271111","doi":"10.15468/db9whb","title":"Species review of the genus Gnypeta Thomson from Canada, Alaska and Greenland (Coleoptera, Staphylinidae, Aleocharinae): systematics, bionomics and distribution","year":2008,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bionomics; Systematics; Ecology; Genus; Geography; Taxonomy (biology); Zoology; Biology; Larva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914239,0.0002188234,0.000378171,0.000005533101,0.0003443657,0.00006201589,0.0002686382,0.000176894,0.0001097568],"category_scores_gemma":[0.0001205159,0.0001027402,0.00009487119,0.0001575058,0.000178025,0.000276313,0.0003120848,0.0001337988,0.00004435723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276946,"about_ca_system_score_gemma":0.00008766077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4208229,"about_ca_topic_score_gemma":0.3146594,"domain_scores_codex":[0.9987359,0.0001027063,0.0004909664,0.0001962957,0.000313724,0.0001604303],"domain_scores_gemma":[0.9989321,0.0000655104,0.000551313,0.0001587484,0.0001923249,0.00009998812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002539663,0.00001572739,0.1262496,0.001109582,0.00002568968,5.859717e-7,0.000007980567,2.784195e-7,1.484761e-7,6.385017e-7,0.8694312,0.003133187],"study_design_scores_gemma":[0.00009946512,0.00002469955,0.3302733,0.0002101593,0.00006205075,0.000004122026,0.00009494009,7.74862e-7,0.000007859848,9.777326e-7,0.6690827,0.0001389752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3473868,0.000732197,0.000001294964,0.0002749928,0.0001234946,0.0003716472,0.6510891,0.000006054534,0.00001440404],"genre_scores_gemma":[0.04303817,0.005291353,0.00000122248,0.0002463539,0.00001000432,0.000003490307,0.951409,1.281437e-8,3.732803e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3043487,"threshold_uncertainty_score":0.6978463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529839750696801,"score_gpt":0.1759350288351408,"score_spread":0.1606366313281727,"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."}}