{"id":"W4200064734","doi":"10.1134/s0013873821060063","title":"The Empidoid Flies (Diptera: Brachystomatidae, Empididae, Hybotidae) of Wrangel Island (Chukotka Autonomous Okrug): Composition and Distribution of the Fauna","year":2021,"lang":"en","type":"article","venue":"Entomological Review","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Fauna; Tundra; Endemism; Archipelago; Range (aeronautics); Ecology; Species richness; Biology; Arctic; Vegetation (pathology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829242,0.000162516,0.000400656,0.000003230728,0.000265791,0.00005283334,0.0003019462,0.00008140968,0.0003463162],"category_scores_gemma":[0.0001388006,0.00004681004,0.0002298631,0.0003127332,0.000329939,0.00008731134,0.0002097475,0.0001482231,0.000008252767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002301544,"about_ca_system_score_gemma":0.00001276568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004224806,"about_ca_topic_score_gemma":0.0001906508,"domain_scores_codex":[0.9984314,0.0003533169,0.0005047568,0.0002496563,0.0002487348,0.0002121792],"domain_scores_gemma":[0.9989731,0.0003923299,0.0002880889,0.0001467072,0.0001415206,0.00005821128],"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":[0.00005642641,0.0007485132,0.09852053,0.0007561629,0.00007201282,0.00001958274,0.00006481694,0.000001288129,0.03168204,0.008862361,0.005144086,0.8540722],"study_design_scores_gemma":[0.0001600467,0.000195523,0.6207492,0.0009118944,0.0001178556,0.00007231247,0.00006148178,0.000005786919,0.006079347,0.0002087939,0.3712489,0.0001888456],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609212,0.03447559,0.00001302257,0.003055491,0.0001268356,0.0004053345,0.0001223895,0.00001995304,0.0008602308],"genre_scores_gemma":[0.987078,0.01206104,0.0000292078,0.0004236336,0.00005316292,0.00003324101,0.0001229955,7.549046e-7,0.0001979292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8538833,"threshold_uncertainty_score":0.379192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714005472137168,"score_gpt":0.2353341039639712,"score_spread":0.2181940492425995,"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."}}