{"id":"W2802311568","doi":"10.3897/zookeys.755.23939","title":"A revision of the cleptoparasitic bee genus Epeolus Latreille for Nearctic species, north of Mexico (Hymenoptera, Apidae)","year":2018,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Hymenoptera; Nearctic ecozone; Biology; Key (lock); Zoology; Apidae; DNA barcoding; Taxonomy (biology); Identification key; Genus; Apoidea; Botany; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005584137,0.000534488,0.0003142411,0.001853393,0.001581404,0.001054916,0.000768059,0.0004949164,0.002809567],"category_scores_gemma":[0.000698293,0.0001410595,0.0002787904,0.0005964931,0.0007533744,0.001313033,0.0006339016,0.0007151009,0.0006475926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116294,"about_ca_system_score_gemma":0.00162709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02212384,"about_ca_topic_score_gemma":0.06562897,"domain_scores_codex":[0.9997566,0.00004011763,0.00002458612,0.00006530154,0.00008062334,0.00003278524],"domain_scores_gemma":[0.9994854,0.00004917718,0.0001130004,0.00004479226,0.0002553994,0.00005221142],"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":[0.0003391151,0.00009542062,0.1253629,0.001242574,0.00007835063,0.003618937,0.006519183,0.0007669529,0.05061172,0.01248642,0.05437687,0.7445015],"study_design_scores_gemma":[0.00001517018,0.0001814052,0.3047391,0.0009831698,0.0001111442,0.003799208,0.00296582,0.0006229155,0.001716188,0.001147575,0.6836684,0.00004991931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398867,0.06594884,0.01664979,0.009609093,0.003702096,0.0006261542,0.003220154,0.001123677,0.1592335],"genre_scores_gemma":[0.9006022,0.01649075,0.0332012,0.003028642,0.001041697,0.0002937694,0.00431392,0.0001430564,0.04088478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02212384,"threshold_uncertainty_score":0.04399014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700505106925718,"score_gpt":0.2231287121642486,"score_spread":0.1861236610949914,"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."}}