{"id":"W3016472962","doi":"10.3897/bdj.8.e49918","title":"Xylocopa sonorina Smith, 1874 from Vancouver, British Columbia, Canada (Hymenoptera: Apidae, Xylocopinae) with comments on its taxonomy","year":2020,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; Ministry of Environment","funders":"","keywords":"Hymenoptera; Apidae; Taxonomy (biology); Biology; Zoology; Ecology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296514,0.0009514713,0.0003254699,0.004861217,0.003077402,0.0006970964,0.0008347577,0.0002865523,0.01063846],"category_scores_gemma":[0.0003345183,0.0002666934,0.0001434648,0.00600751,0.0005612709,0.000362939,0.000393218,0.0003961173,0.002899054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005252803,"about_ca_system_score_gemma":0.005946882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9217554,"about_ca_topic_score_gemma":0.9790555,"domain_scores_codex":[0.9997707,0.000008725307,0.00001867578,0.00003576765,0.0001204586,0.00004559842],"domain_scores_gemma":[0.9995576,0.00002186629,0.00006844177,0.00001377011,0.0002911918,0.00004720548],"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":[0.0002447994,0.00007084501,0.2304735,0.001885645,0.00009309542,0.003401772,0.004893565,0.0003789989,0.01232751,0.0008260584,0.1217087,0.6236955],"study_design_scores_gemma":[0.00001121207,0.00005057603,0.6879029,0.0007996325,0.00005652595,0.001601773,0.003220961,0.0001267955,0.0009075066,0.0001266903,0.3051595,0.00003585068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3974111,0.08141682,0.002045034,0.001726271,0.001074082,0.00124441,0.04457335,0.0003891403,0.4701198],"genre_scores_gemma":[0.7858505,0.06255558,0.004798226,0.001354829,0.0003065499,0.000434642,0.02872055,0.0001205969,0.1158586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07824463,"threshold_uncertainty_score":0.1574108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062417192541894,"score_gpt":0.1836564788925273,"score_spread":0.07741475963833791,"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."}}