{"id":"W2132051357","doi":"10.1093/ee/nvu001","title":"Challenges of Mating Disruption Using Aerosol-Emitting Pheromone Puffers in Red Clover Seed Production Fields to Control Coleophora deauratella (Lepidoptera: Coleophoridae)","year":2015,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Research Council Canada; Alberta Crop Industry Development Fund","keywords":"Biology; Mating disruption; Sex pheromone; Pheromone; Lepidoptera genitalia; Mating; Population; Pheromone trap; Zoology; Botany; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005884123,0.000137284,0.0002476973,0.00003128965,0.00006175756,0.00001332135,0.0001260547,0.0001486432,0.0001478272],"category_scores_gemma":[0.00009828731,0.00007662509,0.00004401592,0.0001561951,0.00007423665,0.00008870479,0.0000774282,0.0001612169,0.00002800004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575764,"about_ca_system_score_gemma":0.000007611412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007244722,"about_ca_topic_score_gemma":0.0004534141,"domain_scores_codex":[0.9985219,0.0002575899,0.0003122805,0.0003211031,0.0002484404,0.0003387267],"domain_scores_gemma":[0.9995617,0.0001269756,0.0001124612,0.00006688927,0.00001553205,0.000116483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002977706,0.0002123652,0.06683782,0.00001389815,0.00001433476,0.00001893872,0.0009347112,0.001176586,0.9170178,0.00002249227,0.00001066849,0.01344266],"study_design_scores_gemma":[0.002016269,0.00301828,0.7383568,0.0001514931,0.0000408406,0.0001134232,0.007522292,0.003556208,0.2438042,0.0006408549,0.0001024664,0.0006768726],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974191,0.0002576672,0.00001780779,0.0008041565,0.0002170335,0.0004183782,0.000006702531,0.00001341124,0.0008457385],"genre_scores_gemma":[0.9994102,0.00006278907,0.0001735953,0.00005798444,0.0001958507,0.00002202862,0.00001781157,0.00000209483,0.00005765122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6732135,"threshold_uncertainty_score":0.3124681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209964039559128,"score_gpt":0.2736066497155399,"score_spread":0.2215070093199487,"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."}}