{"id":"W2809587194","doi":"10.2903/j.efsa.2018.5300","title":"Pest categorisation of non‐EU Pissodes spp.","year":2018,"lang":"es","type":"article","venue":"EFSA Journal","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Curculionidae; PEST analysis; Quarantine; Bark beetle; European union; Bark (sound); Botany; Deciduous; Longhorn beetle; Larva; Pupa; Ecology; Horticulture","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006194695,0.000133066,0.0001639044,0.0000784624,0.0003464606,0.0000582785,0.0002971335,0.0001012631,0.01419894],"category_scores_gemma":[0.00004395574,0.0001173103,0.00007983945,0.0001700392,0.0005529573,0.000270575,0.0001363716,0.0002338677,0.002469914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421132,"about_ca_system_score_gemma":0.00003126555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002075054,"about_ca_topic_score_gemma":0.000189907,"domain_scores_codex":[0.9988338,0.00008057283,0.0003382234,0.0001687392,0.0002772404,0.0003014652],"domain_scores_gemma":[0.9993314,0.00003332952,0.0003145032,0.0001797719,0.00002965365,0.0001113699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00034073,0.001156461,0.6737154,0.0001469056,0.0003623689,0.0001489738,0.005993126,0.00103139,0.07489085,0.008738669,0.1778615,0.05561369],"study_design_scores_gemma":[0.000432796,0.0007175187,0.945865,0.0000430827,0.00005664511,0.00009706506,0.0001882805,0.0006601207,0.004608567,0.00208697,0.04509979,0.0001441441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608214,0.00009826905,0.001336862,0.0005813598,0.001397832,0.0001284468,0.000003673579,0.000007895104,0.03562425],"genre_scores_gemma":[0.9964297,0.0002826694,0.0007557499,0.0002768288,0.0005940282,0.000001986861,0.000001491449,0.00001100887,0.001646519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2721497,"threshold_uncertainty_score":0.9983068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008496944788362925,"score_gpt":0.2407676374428118,"score_spread":0.2322706926544489,"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."}}