{"id":"W4408145252","doi":"10.1093/ee/nvaf017","title":"The role of pheromones and temporal mechanisms in the reproductive isolation of <i>Monochamus maculosus</i>, <i>Monochamus notatus</i>, and <i>Monochamus scutellatus</i> (Coleoptera: Cerambycidae)","year":2025,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Natural Resources Canada; Canadian Forest Service","funders":"International Union of Forest Research Organizations","keywords":"Biology; Longhorn beetle; Monochamus alternatus; Sex pheromone; Botany; Zoology","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":[0.0008355839,0.0002711593,0.0003383389,0.00009136367,0.0002425695,0.00001934712,0.0003528366,0.0001677098,0.00009869722],"category_scores_gemma":[0.0000301948,0.0001963949,0.00006996155,0.0002556904,0.001321328,0.0001599778,0.0005921773,0.0002548887,0.00001267897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045495,"about_ca_system_score_gemma":0.00001015613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240774,"about_ca_topic_score_gemma":0.001106115,"domain_scores_codex":[0.9978775,0.0003432768,0.000531747,0.0006131587,0.0002334437,0.0004009192],"domain_scores_gemma":[0.9989032,0.0002431413,0.0002745943,0.0005262585,0.000003980821,0.00004880206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004569522,0.001959395,0.6839042,0.0001325818,0.000511229,0.00008909109,0.02030431,0.001399849,0.1796791,0.04184834,0.0009726408,0.06462974],"study_design_scores_gemma":[0.0059787,0.001150374,0.8390597,0.00004588439,0.0001899802,0.0001536635,0.01067253,0.001786027,0.0409046,0.09321613,0.006238916,0.0006035681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903549,0.001627944,0.000276868,0.0006736713,0.0001972962,0.0008884466,0.00001567309,0.00001386267,0.005951365],"genre_scores_gemma":[0.9976903,0.0007600712,0.0005543138,0.0004003441,0.00001643855,0.0001038116,0.00001464469,0.00001382047,0.000446279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551555,"threshold_uncertainty_score":0.800875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003260536952135499,"score_gpt":0.197737508286926,"score_spread":0.1944769713347906,"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."}}