{"id":"W7130276976","doi":"","title":"Xylocopa sonorina Smith, 1874 from Vancouver, British Columbia, Canada (Hymenoptera: Apidae, Xylocopinae) with comments on its taxonomy","year":2022,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Context (archaeology)","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":[0.0005553338,0.002340073,0.001788771,0.009107374,0.003034866,0.002572339,0.002802434,0.002010406,0.05740659],"category_scores_gemma":[0.003789272,0.0009183532,0.001002087,0.01571489,0.0007937797,0.000825337,0.001500773,0.001683892,0.04195977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007109207,"about_ca_system_score_gemma":0.01991514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8921525,"about_ca_topic_score_gemma":0.9523755,"domain_scores_codex":[0.9992223,0.00003770991,0.00005758327,0.0001826995,0.0002593704,0.0002404867],"domain_scores_gemma":[0.9964148,0.0005026339,0.0002991159,0.0003894391,0.001984753,0.0004093152],"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":[0.00007961584,0.00001902784,0.003850484,0.001668277,0.000063108,0.0000539359,0.0001067911,0.0003112417,0.0002424736,0.0002929785,0.9877775,0.005534502],"study_design_scores_gemma":[0.0001331168,0.000008819196,0.03099312,0.00133566,0.00009188069,0.00006805578,0.0003363425,0.0002784077,0.0003502615,0.0004321866,0.9659193,0.00005293204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002908629,0.0001236493,0.00002698996,0.00002158649,0.00001376148,0.000009754962,0.9985549,0.00007160563,0.0008867686],"genre_scores_gemma":[0.001659379,0.0001985634,0.0002432683,0.0000355649,0.000005895574,0.00007458509,0.9958704,0.00004297439,0.001869381],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1078475,"threshold_uncertainty_score":0.2169651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367796538719273,"score_gpt":0.249469759682637,"score_spread":0.2126901058107097,"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."}}