{"id":"W4221134748","doi":"10.2903/j.efsa.2022.7144","title":"Pest categorisation of Zaprionus indianus","year":2022,"lang":"de","type":"article","venue":"EFSA Journal","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"PEST analysis; Phytosanitary certification; European union; Quarantine; Drosophila suzukii; Biology; European commission; Horticulture; Drosophilidae; Toxicology; Botany; Ecology; International trade; Drosophila melanogaster","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":[0.0005612305,0.0004860598,0.0002783031,0.002939205,0.0004602927,0.0004587806,0.0004527653,0.0002677609,0.003273326],"category_scores_gemma":[0.0006138954,0.0001060999,0.0006356324,0.0008728648,0.0002911196,0.0003008414,0.00071678,0.0002951428,0.0009681263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880022,"about_ca_system_score_gemma":0.0004364251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500712,"about_ca_topic_score_gemma":0.019612,"domain_scores_codex":[0.9995281,0.00005793381,0.00006646909,0.00007334934,0.0001767512,0.00009749195],"domain_scores_gemma":[0.9993148,0.00004976929,0.0002889545,0.00003590824,0.0002365482,0.0000739164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513377,0.0002672063,0.7667053,0.00258158,0.0002640472,0.001105723,0.002575281,0.00124888,0.04419494,0.001077676,0.01150209,0.1669639],"study_design_scores_gemma":[0.00001221687,0.0004051652,0.969588,0.0004431737,0.0001202163,0.001088244,0.001230888,0.00046867,0.001716986,0.0001468911,0.02475135,0.00002812084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092569,0.00850795,0.001912958,0.0004123001,0.0002063492,0.001121846,0.01699542,0.0002229515,0.06136328],"genre_scores_gemma":[0.9748117,0.002802456,0.004008893,0.0003404124,0.00004582281,0.0002535408,0.01216017,0.00002182183,0.005555165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500712,"threshold_uncertainty_score":0.02983952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596519229214879,"score_gpt":0.22273427299203,"score_spread":0.2067690806998812,"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."}}