{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046685,0.0002584097,0.0001882147,0.001038007,0.004031245,0.001286037,0.0008110258,0.0006371971,0.002070594],"category_scores_gemma":[0.0006817406,0.0002174722,0.0001585541,0.001133022,0.0009191876,0.0003488149,0.0007193698,0.0009641337,0.0002580822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02547042,"about_ca_system_score_gemma":0.02125437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924401,"about_ca_topic_score_gemma":0.9978946,"domain_scores_codex":[0.9996104,0.0000256317,0.00001244383,0.00003221909,0.0001424522,0.0001769792],"domain_scores_gemma":[0.9984665,0.00006315639,0.0001442777,0.000024729,0.0007949434,0.0005063894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004481385,0.0003792697,0.825172,0.0003989184,0.0001646829,0.001940526,0.007491531,0.0009357482,0.004843751,0.0008478754,0.0405446,0.1168329],"study_design_scores_gemma":[0.00001028503,0.00007554215,0.9703119,0.0001214292,0.00002865114,0.0001597561,0.004827425,0.0003406801,0.000373581,0.00003711525,0.02368824,0.0000255372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682993,0.007634191,0.0001584633,0.003643624,0.00009251177,0.00007734013,0.002200402,0.00004266397,0.01785165],"genre_scores_gemma":[0.986187,0.003964923,0.0001808745,0.0008435395,0.00001895956,0.00001660723,0.001026849,0.000007575131,0.00775368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02547042,"threshold_uncertainty_score":0.1848016,"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."}}