{"id":"W2963287877","doi":"10.11646/zootaxa.4645.1.1","title":"Fifteen new species of Liphanthus Reed (Hymenoptera: Andrenidae) with two submarginal cells","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Biology; Subgenus; Zoology; Hymenoptera; Genus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001064965,0.0002924984,0.000183071,0.000519945,0.0006352811,0.0003345611,0.0003618373,0.0002585568,0.006247378],"category_scores_gemma":[0.0001867339,0.0001780985,0.0001750585,0.0002949217,0.0005140053,0.0006488922,0.0007453646,0.0003995805,0.0007454949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602502,"about_ca_system_score_gemma":0.000221069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352502,"about_ca_topic_score_gemma":0.006032459,"domain_scores_codex":[0.9999174,0.00001186343,0.00001166955,0.00002939973,0.00001374897,0.00001591587],"domain_scores_gemma":[0.9999129,0.00001541277,0.00003732333,0.00001042757,0.00001025037,0.0000136921],"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":[0.0008288336,0.0002373362,0.3459221,0.00130896,0.0001091949,0.003003128,0.01057021,0.0005526959,0.1278242,0.003830285,0.003158188,0.5026549],"study_design_scores_gemma":[0.00007939532,0.0008382384,0.8557072,0.000212168,0.0001375848,0.01003449,0.004475879,0.0005931137,0.006836828,0.0009807469,0.120039,0.0000653057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810152,0.001658057,0.001289864,0.0001201449,0.0000483994,0.00009728888,0.0003415511,0.0001274927,0.01530209],"genre_scores_gemma":[0.9874731,0.0007487429,0.004743547,0.0002027336,0.00004082321,0.00009979378,0.000867638,0.00001100704,0.005812602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006247378,"threshold_uncertainty_score":0.02089953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221746337581021,"score_gpt":0.1917431806240365,"score_spread":0.1695257172482263,"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."}}