{"id":"W4394920415","doi":"10.1093/ee/nvae034","title":"Continental-scale migration patterns and origin of <i>Helicoverpa zea</i> (Lepidoptera: Noctuidae) based on a biogeochemical marker","year":2024,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Department of Agriculture","keywords":"Noctuidae; Lepidoptera genitalia; Biology; Helicoverpa zea; Biogeochemical cycle; Helicoverpa; Botany; Ecology","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":[0.0001022292,0.0001139728,0.00007138374,0.0005069292,0.0001979899,0.0002286464,0.00007718099,0.00008060941,0.0004425729],"category_scores_gemma":[0.0001639594,0.00005880178,0.00008988661,0.0004226275,0.0001519584,0.0001195125,0.0001588566,0.00009625448,0.00007428697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368802,"about_ca_system_score_gemma":0.0001119063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03727452,"about_ca_topic_score_gemma":0.1098191,"domain_scores_codex":[0.9999481,0.000009539145,0.000003855416,0.00002129355,0.000007039106,0.00001014544],"domain_scores_gemma":[0.9998156,0.00001867389,0.00009793101,0.00001271004,0.00003072213,0.0000242452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003114596,0.000006732782,0.9868554,0.000008180517,0.00003137199,0.00002686794,0.0002523426,0.00004127693,0.009886301,0.00001586127,0.00005068581,0.002793743],"study_design_scores_gemma":[2.872693e-7,0.000003368643,0.9997353,0.000001039149,0.000003131795,0.00001100173,0.0000834158,0.00002569477,0.00008187763,0.000001546108,0.00005277345,4.342243e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995425,0.00006189524,0.00005088893,0.000005640849,4.943881e-7,0.000002356069,0.0001291363,0.00000140625,0.0002057249],"genre_scores_gemma":[0.9994166,0.0000680366,0.0001476767,0.000009420034,9.134011e-7,0.000003102838,0.0002633902,9.079479e-7,0.00008995206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03727452,"threshold_uncertainty_score":0.07411516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003742036418594961,"score_gpt":0.2115591293461015,"score_spread":0.2078170929275065,"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."}}