{"id":"W4415010914","doi":"10.1079/planthealthcases.2025.0026","title":"Interception and Eradication of <i>Lymantria</i> Moths in British Columbia, Canada: 50-Year History of a Thwarted Invasion","year":2025,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Canadian Forest Service","funders":"","keywords":"Population; Deciduous; Wildlife; Introduced species; Interception; Lampyridae; Lymantria dispar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209509,0.00003653385,0.0001755532,0.000009794224,0.00004475117,0.000005915734,0.00004208769,0.00002665882,0.00002811149],"category_scores_gemma":[0.00005215811,0.00002549005,0.00001273865,0.00008699022,0.00003592528,0.00002776349,0.00002262947,0.00004195141,1.473056e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326722,"about_ca_system_score_gemma":0.0001205145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613952,"about_ca_topic_score_gemma":0.9988577,"domain_scores_codex":[0.9994431,0.00004456236,0.0002213125,0.0001102393,0.0000781026,0.0001026956],"domain_scores_gemma":[0.9996479,0.0001892262,0.000102506,0.00001077964,0.00002068935,0.00002894634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281786,0.0001506798,0.7782878,0.0003332827,0.00001428184,0.00002359692,0.0002456074,4.141347e-7,0.03163244,0.00004531258,0.1320135,0.05712485],"study_design_scores_gemma":[0.0001332323,0.0001335777,0.983285,0.0003118692,0.000003109557,0.00001486913,0.0003813936,0.00001652779,0.0000467947,0.0000196377,0.0156114,0.00004263026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995809,0.003104599,1.995239e-7,0.0003946644,0.0000559461,0.0001270192,0.0003779077,0.000006818143,0.0001238608],"genre_scores_gemma":[0.9975803,0.001913071,0.000008812502,0.0002594961,0.00001424524,0.000004045914,0.00006758437,2.258607e-7,0.0001521757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049971,"threshold_uncertainty_score":0.1039454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362007822776,"score_gpt":0.2010285527426029,"score_spread":0.1674084745148429,"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."}}