{"id":"W6998754019","doi":"","title":"Bees of the subgenus Lasioglossum (Dialictus) of the western Nearctic region (Hymenoptera: Halictidae: Halictini)","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subgenus; Nearctic ecozone; Taxonomy (biology); Monophyly; Genus; Taxonomic rank; Phylogenetics","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":[0.0001449337,0.0001504298,0.0001607834,0.0006763596,0.0006596385,0.0005486457,0.0002429733,0.0001180775,0.001898319],"category_scores_gemma":[0.000223931,0.00007433566,0.0001170331,0.0006243715,0.0005390915,0.0004474398,0.0007324144,0.0003063806,0.0003060633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007396082,"about_ca_system_score_gemma":0.0004890707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02941698,"about_ca_topic_score_gemma":0.1126035,"domain_scores_codex":[0.99992,0.000009470476,0.00000690956,0.00002797011,0.00001765765,0.00001803384],"domain_scores_gemma":[0.999881,0.00002287915,0.00004125598,0.00001284808,0.0000236517,0.00001841592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002733467,0.00003044505,0.6991944,0.0002730278,0.00008745748,0.000483422,0.01003601,0.0003188725,0.06096927,0.003653826,0.001076617,0.2236033],"study_design_scores_gemma":[0.000007600982,0.00005626374,0.9717862,0.00005399692,0.0000454115,0.0005524571,0.004136804,0.0002293052,0.001177011,0.0004520356,0.02148836,0.00001442832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889293,0.001949615,0.001153135,0.0001241006,0.000009415603,0.00002207546,0.0003146307,0.00003093954,0.00746683],"genre_scores_gemma":[0.9949904,0.0007520712,0.001735643,0.0001019388,0.000005923092,0.00001728084,0.0004745006,0.000007168159,0.001915168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941698,"threshold_uncertainty_score":0.05849153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600106342159991,"score_gpt":0.2264030168802638,"score_spread":0.2104019534586639,"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."}}