{"id":"W2064284111","doi":"10.11646/zootaxa.3672.1.1","title":"Revision and reclassification of <i>Lasioglossum</i> (<i>Evylaeus</i>), <i>L.</i> (<i>Hemihalictus</i>) and <i>L.</i> (<i>Sphecodogastra</i>) in eastern North America (Hymenoptera: Apoidea: Halictidae)","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensu; Biology; Subgenus; Taxonomy (biology); Taxon; Nomenclature; Synonym (taxonomy); Zoology; Halictidae; Ecology; Genus; Hymenoptera","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005493355,0.008427375,0.009596165,0.002221605,0.006076801,0.003207137,0.007660546,0.004372132,0.003406913],"category_scores_gemma":[0.002748489,0.006183209,0.00339172,0.008807143,0.006460096,0.005824302,0.005047101,0.003546857,0.003706082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057826,"about_ca_system_score_gemma":0.0009702918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004573654,"about_ca_topic_score_gemma":0.02344252,"domain_scores_codex":[0.95829,0.003439754,0.01005637,0.0107247,0.007530381,0.009958744],"domain_scores_gemma":[0.9753625,0.004298132,0.007408738,0.004106483,0.003630053,0.005194138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001852759,0.003427678,0.006292442,0.001126249,0.001591349,0.0005182121,0.002795788,0.0001951485,0.8128766,0.007601658,0.07443327,0.08728882],"study_design_scores_gemma":[0.007078858,0.004355583,0.1425126,0.002866188,0.001729157,0.0006019872,0.0004423475,0.002652675,0.004867776,0.0007951194,0.8236684,0.008429296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848988,0.05516753,0.0002944188,0.005641986,0.002909043,0.008561132,0.00473691,0.002334208,0.035456],"genre_scores_gemma":[0.9153295,0.0472116,0.003138845,0.001558248,0.004187605,0.002023661,0.003550014,0.0005768266,0.02242371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8080088,"threshold_uncertainty_score":0.998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02342798149140918,"score_gpt":0.2189748061532372,"score_spread":0.195546824661828,"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."}}