{"id":"W3106699568","doi":"10.5852/ejt.2020.725.1167","title":"The ‘red-tailed’ Lasioglossum (Dialictus) (Hymenoptera: Halictidae) of the western Nearctic","year":2020,"lang":"en","type":"article","venue":"European Journal of Taxonomy","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Halictidae; Biology; Subgenus; Taxonomy (biology); Hymenoptera; Taxon; Botany; Zoology; Cecidomyiidae; Ecology; Apoidea; Gall","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002082944,0.0002568896,0.0001444876,0.001061378,0.0004766238,0.0004697143,0.000218954,0.0001353968,0.002136543],"category_scores_gemma":[0.0002116608,0.0001019471,0.0001480921,0.0005550319,0.0004928816,0.0004420752,0.0007078005,0.0003016456,0.0005061465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157989,"about_ca_system_score_gemma":0.0003882631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115172,"about_ca_topic_score_gemma":0.03073525,"domain_scores_codex":[0.9998986,0.00001359284,0.00001425542,0.0000287606,0.0000273916,0.00001731236],"domain_scores_gemma":[0.9998616,0.00002036125,0.0000547272,0.00001447706,0.0000278794,0.00002092089],"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":[0.0005296732,0.00004582333,0.3188872,0.0009801002,0.0001101412,0.002415291,0.009108144,0.0004326337,0.1541477,0.001832656,0.004244656,0.507266],"study_design_scores_gemma":[0.00001340506,0.0001533754,0.8878837,0.00014012,0.00006251308,0.00247173,0.002329707,0.0001892438,0.002601457,0.0001585539,0.1039671,0.0000291751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739014,0.004939049,0.001195281,0.00021734,0.00005580528,0.00007130196,0.001020788,0.0001240082,0.01847504],"genre_scores_gemma":[0.9830654,0.002638574,0.003449867,0.0002723763,0.00003539925,0.00003939815,0.001783973,0.00002291685,0.008692144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115172,"threshold_uncertainty_score":0.02217364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07340334575724158,"score_gpt":0.1899978009805772,"score_spread":0.1165944552233356,"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."}}