{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243013,0.0009447811,0.001106757,0.01211238,0.0008111869,0.001021003,0.001428092,0.0006018833,0.02545158],"category_scores_gemma":[0.004723146,0.0004379669,0.0004778666,0.02039322,0.0002777822,0.0008482428,0.001286889,0.0007095216,0.01041148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606527,"about_ca_system_score_gemma":0.009408051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3718976,"about_ca_topic_score_gemma":0.5870361,"domain_scores_codex":[0.9992622,0.00004919635,0.0001501548,0.0001397837,0.0002858346,0.0001127411],"domain_scores_gemma":[0.9952313,0.0007706126,0.000871542,0.0002760505,0.002514371,0.0003361302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008953118,0.00001325493,0.008948714,0.005797361,0.00009970072,0.00007323913,0.0002137785,0.0002833021,0.0004076793,0.0005454722,0.9681406,0.01538742],"study_design_scores_gemma":[0.00005239077,0.000009633229,0.06331682,0.001899753,0.0001004473,0.00008930424,0.0002447273,0.000125964,0.0003171529,0.0001696176,0.9336478,0.00002630204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005847736,0.0004489406,0.00002103077,0.00003442068,0.00000977095,0.00001312101,0.9977602,0.00003723989,0.001090536],"genre_scores_gemma":[0.002537475,0.0009697191,0.0002965848,0.00003670724,0.00000579638,0.0001138198,0.994598,0.00001976546,0.001422114],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6281024,"threshold_uncertainty_score":0.7394658,"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."}}