{"id":"W4415102628","doi":"10.4039/tce.2025.10028","title":"Re-investigating monitoring tools for <i>Sitodiplosis mosellana</i> (Diptera: Cecidomyiidae) on the Canadian Prairies","year":2025,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of Alberta","funders":"Alberta Canola Producers Commission; Natural Sciences and Engineering Research Council of Canada; Alberta Pulse Growers Commission","keywords":"Pheromone; Pheromone trap; Reliability (semiconductor); Trap (plumbing); Limit (mathematics); PEST analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001576338,0.0004729317,0.0003010268,0.001295571,0.001638426,0.0009876437,0.001172775,0.0003255398,0.001734345],"category_scores_gemma":[0.002131612,0.000263693,0.0003073695,0.0008904057,0.0005915146,0.0008418923,0.0005367326,0.0005044311,0.0002377477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006731643,"about_ca_system_score_gemma":0.008071034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8802382,"about_ca_topic_score_gemma":0.9784897,"domain_scores_codex":[0.999006,0.0001229501,0.00004081381,0.0001617586,0.0004665862,0.0002019229],"domain_scores_gemma":[0.9966154,0.0003884263,0.0004769599,0.0001661763,0.001937568,0.0004154338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002556125,0.0001861397,0.7889835,0.0005262595,0.0001454256,0.0002367134,0.003068534,0.0009474208,0.044153,0.0003063787,0.00325098,0.1579401],"study_design_scores_gemma":[0.00001335081,0.0002758221,0.9812183,0.0001283,0.00006499641,0.0000995737,0.002884422,0.001909456,0.002974734,0.00004563071,0.01034887,0.00003661673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870876,0.00158766,0.002161456,0.0008017318,0.00003905702,0.0003360448,0.001293709,0.0001184141,0.006574323],"genre_scores_gemma":[0.9812384,0.001111393,0.01409433,0.0002910273,0.00001177626,0.00009735185,0.0008317719,0.00001582954,0.002308068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197618,"threshold_uncertainty_score":0.2409342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695249124245889,"score_gpt":0.2603141172895898,"score_spread":0.2233616260471309,"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."}}