{"id":"W7094034713","doi":"","title":"The Palearctic flea beetle <i>Epitrix pubescens</i> (Koch)\\n(Coleoptera: Chrysomelidae: Galerucinae: Alticini)\\nestablished in North America","year":2019,"lang":"","type":"article","venue":"Insecta mundi","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Flea beetle; Weed; Flea; Species identification; Taxonomy (biology); Aerial survey","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001395819,0.001455571,0.002130844,0.000653091,0.000843595,0.0007712124,0.001880569,0.0007912301,0.001382599],"category_scores_gemma":[0.006735513,0.001223831,0.0006409853,0.003520225,0.001019104,0.0008459654,0.0009896143,0.002590119,0.004680224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008878885,"about_ca_system_score_gemma":0.001228964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00942629,"about_ca_topic_score_gemma":0.02914573,"domain_scores_codex":[0.9892622,0.0009266377,0.002347711,0.002023369,0.002131679,0.003308432],"domain_scores_gemma":[0.9885037,0.005302073,0.000891736,0.003374552,0.0006832096,0.001244742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002682821,0.001839858,0.9383947,0.001005146,0.000568811,0.001384953,0.004301275,0.0006984286,0.003238883,0.0005673236,0.01059707,0.03472074],"study_design_scores_gemma":[0.00822648,0.002606056,0.8835094,0.001668338,0.000473791,0.0001761388,0.0002114608,0.004693209,0.00011109,0.00009182302,0.09679069,0.001441502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405877,0.02519434,0.00005695123,0.002012523,0.00404144,0.00318444,0.0001938757,0.0002809134,0.02444779],"genre_scores_gemma":[0.9810817,0.009731268,0.0002438264,0.001542692,0.001354675,0.0002083353,0.0003056446,0.0002585251,0.005273394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08619362,"threshold_uncertainty_score":0.9998194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103270002921265,"score_gpt":0.2346742182759191,"score_spread":0.2243472179837926,"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."}}