{"id":"W2040693035","doi":"10.17161/jom.v0i29.4652","title":"Bees of the genera <i>Dufourea</i> and <i>Dieunomia</i> of Michigan (Hymenoptera: Apoidea: Halictidae), with a key to the <i>Dufourea</i> of the eastern United States","year":2014,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Brown University; National University of Singapore; York University; U.S. Department of Agriculture","keywords":"Halictidae; Hymenoptera; Apoidea; Subfamily; Zoology; Key (lock); Biology; Geography; Ecology","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":[0.00005625488,0.000376451,0.0001339271,0.0009018609,0.0006384011,0.0003243208,0.0002541249,0.0001838768,0.01273215],"category_scores_gemma":[0.0001443529,0.00009329101,0.0001181089,0.0006556854,0.0002922344,0.0003575186,0.000327768,0.0002593973,0.001905196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651407,"about_ca_system_score_gemma":0.0002659991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142005,"about_ca_topic_score_gemma":0.06244662,"domain_scores_codex":[0.9999516,0.000008441126,0.000004555287,0.0000095995,0.00001579891,0.000009997888],"domain_scores_gemma":[0.9999305,0.00001079596,0.00002937671,0.000005178837,0.0000128931,0.00001131967],"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":[0.0001656849,0.00003147308,0.05560077,0.0007170533,0.00005313867,0.0007584282,0.001745178,0.0001401336,0.01689441,0.00367964,0.05226869,0.8679455],"study_design_scores_gemma":[0.000006111808,0.0000769398,0.1981892,0.0002479208,0.00002366856,0.001823097,0.0009676103,0.00008901321,0.0006337714,0.0003101615,0.7976219,0.00001064384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3232898,0.1651486,0.004916228,0.003878778,0.0009123638,0.0005769692,0.004478932,0.0005180421,0.4962803],"genre_scores_gemma":[0.7076145,0.07513636,0.01045496,0.00166259,0.0005282089,0.0002078949,0.004113305,0.00007621343,0.200206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0142005,"threshold_uncertainty_score":0.0425933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453276941946849,"score_gpt":0.1993431672333726,"score_spread":0.1848103978139042,"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."}}