{"id":"W2805153431","doi":"10.3897/zookeys.765.24144","title":"Molecular data and species diagnosis in Essigella Del Guercio, 1909 (Sternorrhyncha, Aphididae, Lachninae)","year":2018,"lang":"en","type":"article","venue":"ZooKeys","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"University of Minnesota; U.S. Department of Agriculture","keywords":"Sternorrhyncha; Aphididae; Aphid; Synonym (taxonomy); Hemiptera; Biology; Botany; Evolutionary biology; Homoptera; Genus; PEST analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001364909,0.0001214081,0.0001438645,0.00002083814,0.0001289304,0.00008973209,0.0003258756,0.00007044971,0.001336107],"category_scores_gemma":[0.00003540052,0.00005136633,0.00002933412,0.0001519072,0.00007428063,0.0001670635,0.0001855823,0.0001006715,0.0001855454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001290438,"about_ca_system_score_gemma":0.00000434732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907551,"about_ca_topic_score_gemma":0.008264004,"domain_scores_codex":[0.9991068,0.00005535822,0.0001642621,0.0003269297,0.0001155352,0.0002311057],"domain_scores_gemma":[0.9995911,0.0001301981,0.00004817595,0.0001357132,0.00003734916,0.0000574705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003246,0.000263177,0.7780721,0.00001362554,0.00003735169,0.0001314911,0.0003167902,0.000002273164,0.1141939,0.002351544,0.008735882,0.09578156],"study_design_scores_gemma":[0.000444862,0.0005146067,0.7204261,0.0001053024,0.00003393869,0.00003094011,0.0006695308,0.002174346,0.01641741,0.0006961055,0.2579488,0.0005380555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984864,0.0003128029,0.00002352661,0.0008559884,0.0001412011,0.000132632,0.00008169388,0.00003046581,0.01355767],"genre_scores_gemma":[0.9978806,0.0001745423,0.00005137297,0.0004518084,0.0003210986,0.00002157015,0.0000899112,0.000001114692,0.001007945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2492129,"threshold_uncertainty_score":0.9995768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335379993211219,"score_gpt":0.2327145500633384,"score_spread":0.2093607501312262,"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."}}