{"id":"W3155762517","doi":"10.1093/isd/ixab007","title":"Diversification Pattern of the Widespread Holarctic Cuckoo Bumble Bee,<i>Bombus flavidus</i>(Hymenoptera: Apidae): The East Side Story","year":2021,"lang":"en","type":"article","venue":"Insect Systematics and Diversity","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vetenskapsrådet; National Science Foundation","keywords":"Biology; Holarctic; Ecology; Species complex; DNA barcoding; Taxonomy (biology); Zoology; Genus","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":[0.0001582099,0.000160585,0.0001409425,0.001000656,0.0003120045,0.0004498664,0.0001692532,0.0002334815,0.001794023],"category_scores_gemma":[0.0002361038,0.00007345637,0.00007745223,0.0005447062,0.0003080489,0.0002695683,0.0002173674,0.0002011249,0.0001810773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448721,"about_ca_system_score_gemma":0.00007508385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009350694,"about_ca_topic_score_gemma":0.02453084,"domain_scores_codex":[0.9999297,0.00001135827,0.000003107147,0.00003276609,0.000008333274,0.00001480496],"domain_scores_gemma":[0.9997829,0.000025586,0.00009116503,0.00001090472,0.00004164941,0.00004793543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023413,0.00001526467,0.966081,0.00006523359,0.00005362782,0.0001090566,0.0008604764,0.00004627211,0.01734518,0.0001193433,0.0003111269,0.01489092],"study_design_scores_gemma":[5.340373e-7,0.00000732449,0.9994437,0.000006044264,0.000003790684,0.00004858493,0.0001845284,0.00003585296,0.00007885187,0.000006463051,0.0001831867,0.000001000606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987081,0.0006052772,0.00004641536,0.00005691899,0.000001777005,0.000001576205,0.0001113746,0.000002821315,0.0004657526],"genre_scores_gemma":[0.9995246,0.0001944057,0.00004948632,0.00001527838,0.000004104628,0.000001114161,0.00009917119,0.000001094678,0.0001107596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009350694,"threshold_uncertainty_score":0.01859254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519100019139225,"score_gpt":0.1901869037164264,"score_spread":0.1349959035250342,"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."}}