{"id":"W4407564943","doi":"10.3897/zookeys.1228.136718","title":"Discovery of the males of Lasioglossum (Eickwortia) hienae and L. (E.) alexanderi, with new distributional records for the species (Apoidea, Halictidae)","year":2025,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Canadian Celiac Association","keywords":"Halictidae; Apoidea; Geography; Zoology; Biology; Hymenoptera","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001891284,0.0001779439,0.0001556549,0.00083913,0.0005903991,0.0002802954,0.0002663356,0.0003247797,0.002390641],"category_scores_gemma":[0.0003594622,0.0001618725,0.0001297486,0.0002999036,0.0008414396,0.0005838057,0.0008121917,0.0006275944,0.0007425542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036859,"about_ca_system_score_gemma":0.0001821885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951136,"about_ca_topic_score_gemma":0.009075273,"domain_scores_codex":[0.9998697,0.00001492702,0.00000967005,0.0000476687,0.00003334413,0.00002464925],"domain_scores_gemma":[0.9995307,0.00008697432,0.0001957247,0.00004925981,0.00005953699,0.00007773194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006728713,0.0001372007,0.3973364,0.000399743,0.00008262102,0.006896089,0.01329971,0.0001431962,0.2467258,0.002750143,0.003439212,0.328117],"study_design_scores_gemma":[0.00001087264,0.0003992699,0.9459628,0.00008209062,0.00004363252,0.00880677,0.002479832,0.0001109135,0.00914199,0.0003066939,0.032619,0.000035988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983063,0.0018232,0.002204969,0.0003046753,0.0001118574,0.00005892549,0.0005084854,0.00009159694,0.0118334],"genre_scores_gemma":[0.9890047,0.0004840598,0.005907123,0.0001963156,0.00005290388,0.00003557107,0.0003679759,0.00001112385,0.003940183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002390641,"threshold_uncertainty_score":0.007997513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989934667046521,"score_gpt":0.2055266489770322,"score_spread":0.175627302306567,"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."}}