{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001676197,0.0002182446,0.0001294536,0.0005044499,0.001014878,0.000348485,0.000198764,0.0003344265,0.004762797],"category_scores_gemma":[0.0003885569,0.00010918,0.0001371913,0.000182086,0.0002458261,0.0002759194,0.0006716935,0.0003362374,0.0007609171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808995,"about_ca_system_score_gemma":0.0003688403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009538988,"about_ca_topic_score_gemma":0.0428681,"domain_scores_codex":[0.9998186,0.00001451124,0.000009825183,0.00004893795,0.00007762016,0.0000305527],"domain_scores_gemma":[0.9998584,0.00001462365,0.00003728651,0.00001287379,0.00005660227,0.00002022279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004861359,0.0004039231,0.4443408,0.0005162843,0.00007470495,0.004746747,0.001842274,0.0002922745,0.1447629,0.004640954,0.07310192,0.3247912],"study_design_scores_gemma":[0.00003868222,0.0006837259,0.7984299,0.0001535757,0.00004249399,0.003565701,0.0007548176,0.0006949854,0.02307879,0.0004968646,0.1720268,0.00003374161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237186,0.002841686,0.001639408,0.001690839,0.0003772214,0.00025208,0.003671438,0.0008695649,0.06493911],"genre_scores_gemma":[0.9483772,0.001032421,0.004100774,0.002160747,0.00008102636,0.0001156178,0.003380295,0.00003846574,0.0407134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009538988,"threshold_uncertainty_score":0.01896691,"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."}}