{"id":"W4200221854","doi":"10.2903/j.efsa.2021.7022","title":"Pest categorisation of Xylotrechus chinensis","year":2021,"lang":"de","type":"article","venue":"EFSA Journal","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"PEST analysis; Frass; Longhorn beetle; Biology; Bark (sound); European union; Larva; Voltinism; Botany; Pheromone trap; Horticulture; Ecology","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":[0.0003242256,0.0004828014,0.0002108079,0.001894401,0.0004090337,0.0003035873,0.0002153874,0.0002757312,0.003596277],"category_scores_gemma":[0.0003172389,0.0000597782,0.0003777472,0.0006257837,0.0002208307,0.000253546,0.0004755192,0.0001702715,0.0005645875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004990242,"about_ca_system_score_gemma":0.0003889311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430146,"about_ca_topic_score_gemma":0.02330649,"domain_scores_codex":[0.9997643,0.00002219973,0.00002931773,0.00004540069,0.00009242136,0.00004639935],"domain_scores_gemma":[0.9997645,0.00002217519,0.00007400101,0.00001327047,0.00009184385,0.00003414189],"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":[0.001012833,0.000217137,0.8077563,0.0005273399,0.0001240438,0.001212828,0.001416037,0.0006145577,0.1149472,0.0004454194,0.002218436,0.06950788],"study_design_scores_gemma":[0.00001059814,0.0004040845,0.9908752,0.00005155704,0.00004757128,0.0006443179,0.0005216112,0.0004691858,0.003541082,0.0001101694,0.003307931,0.00001668645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9895075,0.000737557,0.0003360693,0.00007556603,0.00001803722,0.0002011247,0.002190894,0.00004049734,0.006892743],"genre_scores_gemma":[0.9926189,0.0003883743,0.0007871113,0.0001057667,0.00001269658,0.00009853901,0.003643977,0.000005355662,0.002339364],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01430146,"threshold_uncertainty_score":0.02843642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606308971072628,"score_gpt":0.2759071599389256,"score_spread":0.2398440702281993,"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."}}