{"id":"W2891895318","doi":"10.3897/zookeys.784.27296","title":"Stigmella multispicata Rociene. & Stonis, an Asian leafminer on Siberian elm, now widespread in eastern North America (Lepidoptera, Nepticulidae)","year":2018,"lang":"en","type":"article","venue":"ZooKeys","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; DNA barcoding; Larva; Ovipositor; Lepidoptera genitalia; Biology; China; Zoology; Taxonomy (biology); Geography; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001681164,0.0004164488,0.0003517367,0.0001104766,0.000163515,0.00006207942,0.0005458521,0.000328251,0.0004263473],"category_scores_gemma":[0.0001238348,0.0003783539,0.0001257715,0.0001750253,0.0004555119,0.00002148825,0.0001898367,0.0002611202,0.003845035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924625,"about_ca_system_score_gemma":0.00008602106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004292637,"about_ca_topic_score_gemma":0.01069707,"domain_scores_codex":[0.9976215,0.0002091699,0.0004108271,0.0009484339,0.0001502423,0.0006598228],"domain_scores_gemma":[0.9983107,0.00003376824,0.0001732031,0.001108807,0.0001072024,0.0002662624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001039717,0.001058918,0.7504251,0.00004392582,0.0002129115,0.00004023956,0.001289323,0.0001873593,0.02798163,0.00005186626,0.005258705,0.2124103],"study_design_scores_gemma":[0.001200524,0.0009586536,0.0330364,0.00004876582,0.0000285791,0.000008260857,0.00008947527,0.0001134052,0.008616765,0.00001889232,0.9551609,0.0007193855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229169,0.0001153044,0.002418127,0.000640389,0.0004658871,0.0003726251,0.0000296941,0.00004121015,0.07299979],"genre_scores_gemma":[0.9865928,0.00005020289,0.004110932,0.002025663,0.0009168554,0.00006200858,0.0008598588,0.00004060064,0.005341075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9499022,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210282352636224,"score_gpt":0.2667268431334575,"score_spread":0.2446240196070953,"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."}}