{"id":"W4386493756","doi":"10.3897/zookeys.1178.105566","title":"The genus Errastunus in the Nearctic region (Hemiptera, Cicadellidae, Deltocephalinae)","year":2023,"lang":"en","type":"article","venue":"ZooKeys","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; University of Alberta","keywords":"Leafhopper; Nearctic ecozone; Biology; Taxonomy (biology); Taxon; Hemiptera; Botany; Tribe; Genus; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004349714,0.0001188849,0.0001046052,0.00001060509,0.0004667329,0.0001254453,0.0004763994,0.00007112201,0.00007173062],"category_scores_gemma":[0.00004712353,0.00003179456,0.00009034098,0.0006057749,0.00007286476,0.00006206583,0.00007085869,0.0001979432,0.0006107271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001828916,"about_ca_system_score_gemma":0.000006419486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436726,"about_ca_topic_score_gemma":0.001153307,"domain_scores_codex":[0.9988452,0.0001120771,0.0001887931,0.0002250614,0.0002306909,0.0003982169],"domain_scores_gemma":[0.9992983,0.0004613746,0.00005115256,0.0001141417,0.00002566422,0.0000493469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283811,0.0002404784,0.4944968,0.00002758314,0.00004202153,0.0006780286,0.00353126,0.00008032376,0.01015597,0.008763081,0.09447804,0.387378],"study_design_scores_gemma":[0.0001428232,0.0001268838,0.5798358,0.00002189839,0.000009474528,0.00002657731,0.001175156,0.0005804754,0.0005444257,0.003557047,0.4137724,0.0002069652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806002,0.0002065179,0.000001341445,0.009548515,0.0001559135,0.0002112396,0.000003604704,0.00006588188,0.009206804],"genre_scores_gemma":[0.9968908,0.000368341,0.000005897753,0.0006265376,0.0003233985,0.00005797021,0.00001694695,0.000001146048,0.001708925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871711,"threshold_uncertainty_score":0.7849864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607447103839934,"score_gpt":0.2369157387706843,"score_spread":0.2008412677322849,"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."}}