{"id":"W3094024903","doi":"10.1093/ee/nvaa122","title":"The Reliability of Genitalia Morphology to Monitor the Spread of the Invasive Winter Moth (Lepidoptera: Geometridae) in Eastern North America","year":2020,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service","keywords":"Biology; Lepidoptera genitalia; Sex pheromone; Zoology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256368,0.0002760526,0.0001597137,0.0006990606,0.0002647732,0.0003711331,0.0002442955,0.0002730823,0.000305946],"category_scores_gemma":[0.002054133,0.0001633969,0.0001631508,0.0003359139,0.0003409284,0.0003129235,0.0003643291,0.0002335165,0.0001212563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070077,"about_ca_system_score_gemma":0.0001104479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848759,"about_ca_topic_score_gemma":0.01072569,"domain_scores_codex":[0.9994206,0.0001511938,0.0000598107,0.0001557666,0.0001612661,0.0000513115],"domain_scores_gemma":[0.9974172,0.0004519697,0.001245981,0.0001917516,0.0005352811,0.0001578493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009641376,0.00003725641,0.9362995,0.00004883133,0.00004252715,0.00004280408,0.0002277757,0.0001792018,0.0521929,0.00001718196,0.00007152096,0.01074401],"study_design_scores_gemma":[0.000001213376,0.00004565287,0.9963056,0.000003603229,0.00001349755,0.0001077063,0.000107739,0.0003602434,0.002941434,0.000006059324,0.0001034631,0.000003772685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983494,0.0002635053,0.0007043637,0.00001106846,0.000006432756,0.00001217639,0.0001538968,0.00001988038,0.0004792275],"genre_scores_gemma":[0.9980078,0.00008185957,0.001585601,0.00001871995,0.000003935428,0.000008199695,0.0001454612,0.000003990995,0.0001443794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002848759,"threshold_uncertainty_score":0.005664349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092083557490797,"score_gpt":0.2054901508353338,"score_spread":0.1945693152604258,"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."}}