{"id":"W7139772621","doi":"","title":"Elm Seed Bug","year":2017,"lang":"","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aphis; PEST analysis; Introduced species; Invasive species; Quarantine","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001398005,0.0005645907,0.0006214905,0.0001030348,0.004094569,0.003078253,0.002302897,0.0002089868,0.0002840465],"category_scores_gemma":[0.0002349954,0.0003336414,0.0004198706,0.0004650899,0.001220422,0.003891841,0.002665828,0.0004698241,0.0005781179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169669,"about_ca_system_score_gemma":0.00005534013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332044,"about_ca_topic_score_gemma":0.002819467,"domain_scores_codex":[0.9972904,0.00008954135,0.0003550937,0.0008185137,0.000437595,0.001008887],"domain_scores_gemma":[0.9978578,0.0003001713,0.000481146,0.0005534711,0.0003190313,0.0004883439],"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":[0.0007115362,0.001303755,0.8241548,0.00008992191,0.0008882569,0.0023353,0.002167215,0.00002326312,0.003642807,0.004031147,0.00829744,0.1523546],"study_design_scores_gemma":[0.0007221824,0.0006358447,0.3982568,0.0001154853,0.00007704593,0.0000140627,0.001543087,0.00004986706,0.0003224643,0.0007651195,0.5965586,0.0009393559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7372294,0.00008578673,0.000005930604,0.003239982,0.000416071,0.0002886108,0.001317173,0.00011658,0.2573004],"genre_scores_gemma":[0.9517219,0.000272312,0.00001177672,0.0001102651,0.0001645763,6.762869e-7,0.00007979674,0.000005495387,0.04763317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5882612,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004820864426184,"score_gpt":0.2121707684680901,"score_spread":0.1821225598238283,"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."}}