{"id":"W2067877936","doi":"10.3897/zookeys.2.4","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":"article","venue":"ZooKeys","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bionomics; Systematics; Genus; Zoology; Biology; Ecology; Taxonomy (biology); Zoogeography; Biogeography; Systematic Entomology; Geography; Cladistics; Phylogenetics; 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":[0.000397031,0.000873312,0.0008087191,0.008843036,0.0009582749,0.0008537694,0.000587655,0.0003414212,0.0034434],"category_scores_gemma":[0.0007948682,0.0002382058,0.0004092954,0.009654926,0.0005450521,0.00122977,0.0006519324,0.000465625,0.001014102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091577,"about_ca_system_score_gemma":0.003091408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0825754,"about_ca_topic_score_gemma":0.2279691,"domain_scores_codex":[0.9996274,0.00003272047,0.00009122617,0.00005702128,0.000162525,0.00002912062],"domain_scores_gemma":[0.9988577,0.0001783198,0.0002741032,0.00003306831,0.0005465013,0.0001102025],"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":[0.00009153967,0.00004462717,0.01577305,0.02359381,0.0002074047,0.0009534686,0.001692799,0.0003877333,0.005183677,0.0006212344,0.05051724,0.9009334],"study_design_scores_gemma":[0.000003788173,0.0001348621,0.1492784,0.008697407,0.0005730755,0.00370666,0.001857883,0.00007838965,0.0004882874,0.0004055688,0.8347243,0.00005142851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01090023,0.9769689,0.0006290301,0.0006586887,0.0006345736,0.00004025529,0.001683853,0.00008416922,0.008400332],"genre_scores_gemma":[0.03138417,0.9547945,0.002788179,0.0006670617,0.0003597831,0.00003584893,0.004993813,0.00002078643,0.004955813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9174246,"threshold_uncertainty_score":0.1641895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994418123850363,"score_gpt":0.1845330087393148,"score_spread":0.1645888275008111,"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."}}