{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003061503,0.0001888045,0.000141595,0.002614324,0.0003751987,0.0002703257,0.0003628164,0.0003635436,0.00348567],"category_scores_gemma":[0.0008123647,0.00009178534,0.0001625035,0.0009283967,0.0005290199,0.0005230792,0.0004848736,0.0003174543,0.0009369468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567597,"about_ca_system_score_gemma":0.0002888864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937438,"about_ca_topic_score_gemma":0.008156989,"domain_scores_codex":[0.9997544,0.00004402269,0.00004944132,0.00006970522,0.00005676189,0.00002576013],"domain_scores_gemma":[0.9993118,0.0001871643,0.0003175509,0.00005625235,0.00008622988,0.00004088303],"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":[0.000489532,0.0001075959,0.3869292,0.0007347618,0.0000436249,0.005256632,0.008123138,0.0003616869,0.1689916,0.002726394,0.003711914,0.4225239],"study_design_scores_gemma":[0.00001039018,0.0001667514,0.9332396,0.0001701739,0.00004155182,0.00708473,0.001983595,0.0002272321,0.005858603,0.0005130445,0.05067823,0.00002614819],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934127,0.004980727,0.006486126,0.0003336112,0.0001641837,0.0003351142,0.004428799,0.0001718463,0.0489726],"genre_scores_gemma":[0.9755858,0.001424545,0.01429034,0.00009726221,0.00004611532,0.0001368146,0.002850005,0.00001419507,0.005554814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003937438,"threshold_uncertainty_score":0.01166075,"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."}}