{"id":"W4312306693","doi":"10.4039/tce.2022.35","title":"The subgenus <i>Arctotipula</i> Alexander in the genus <i>Tipula</i> Linnaeus (Diptera: Tipulidae) on Wrangel Island, Russia (Chukotka Autonomous Okrug)","year":2022,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Holarctic; Subgenus; Nearctic ecozone; Genus; Ecology; Geography; Biology; Zoology; Key (lock)","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":[0.0001049919,0.0001926018,0.0001647288,0.001330153,0.0005478596,0.0003404396,0.000249252,0.0001310349,0.001762706],"category_scores_gemma":[0.0001184013,0.00009060675,0.0001741794,0.000882825,0.0002833731,0.0002797721,0.0005211381,0.0001739688,0.0003136123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869618,"about_ca_system_score_gemma":0.0001717739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006513548,"about_ca_topic_score_gemma":0.02048525,"domain_scores_codex":[0.9998969,0.00001309442,0.0000124432,0.00003511943,0.00002091485,0.00002169294],"domain_scores_gemma":[0.9998696,0.00002109852,0.00005759832,0.000009035715,0.00002498565,0.00001768547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002632239,0.00005031945,0.8541233,0.0003429087,0.0001485173,0.0006814389,0.003203836,0.0002542071,0.0414471,0.0002301422,0.0007756877,0.09847926],"study_design_scores_gemma":[0.000001708681,0.00003150585,0.9956703,0.00002359618,0.00002132317,0.0003658595,0.0006721363,0.00005554045,0.0003715599,0.00002192539,0.002761424,0.00000314321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942343,0.001684287,0.000157441,0.00002555682,0.00001429887,0.0000145133,0.0002834741,0.00001365785,0.003572503],"genre_scores_gemma":[0.9982336,0.0005308147,0.0003832514,0.00001169627,0.000008470277,0.00001162587,0.0003483964,0.000002749374,0.0004694915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006513548,"threshold_uncertainty_score":0.01295125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723579544149283,"score_gpt":0.216331694632914,"score_spread":0.1890958991914212,"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."}}