{"id":"W1875130120","doi":"10.3897/bdj.3.e6351","title":"A new species of Neossos Malloch (Diptera: Heleomyzidae) from the Yukon Territory, Canada, and a revised key to the Nearctic species","year":2015,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nearctic ecozone; Tundra; Genus; Key (lock); Ecology; Zoology; Range (aeronautics); Biology; Geography; Arctic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003271154,0.0001368838,0.0001852651,0.000008814243,0.0004701419,0.0003348647,0.001428342,0.00004202982,0.001117209],"category_scores_gemma":[0.00009903365,0.00004422941,0.0000497619,0.0001209277,0.0001302056,0.0002956846,0.0007932524,0.0002091845,0.00003195832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007724256,"about_ca_system_score_gemma":0.0001332213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3384922,"about_ca_topic_score_gemma":0.6006508,"domain_scores_codex":[0.9987785,0.0001079718,0.0002010556,0.0002332685,0.0004450107,0.0002342113],"domain_scores_gemma":[0.9991088,0.000146033,0.0001373996,0.0002173782,0.00009219581,0.0002981815],"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":[0.00009309469,0.00002798005,0.1801032,0.000001511398,0.00003355895,0.00002334917,0.0004422591,5.902764e-7,0.0008872444,0.000009550005,0.7907269,0.02765071],"study_design_scores_gemma":[0.0001392918,0.00007442611,0.3664998,0.00001691751,0.00003639874,0.00001502369,0.002320819,0.000001365919,0.0000627419,0.000003762869,0.6307548,0.00007466223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704248,0.0004177762,0.000009251167,0.02622087,0.0004319896,0.0001823159,0.001914361,0.000007172999,0.0003914526],"genre_scores_gemma":[0.9914482,0.0002121764,0.0005918506,0.002318989,0.002179841,0.000001004748,0.0002606966,8.934915e-7,0.00298641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2621586,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864433697557036,"score_gpt":0.207408905063369,"score_spread":0.1209655353076654,"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."}}