{"id":"W1966262405","doi":"10.1603/ipm10003","title":"Ecology and Management of the Western Bean Cutworm (Lepidoptera: Noctuidae) in Corn and Dry Beans","year":2010,"lang":"en","type":"article","venue":"Journal of Integrated Pest Management","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Cutworm; Noctuidae; Lepidoptera genitalia; PEST analysis; Biology; Agronomy; Ecology; Integrated pest management; Range (aeronautics); Geography; Agroforestry; Botany; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047561,0.0001338387,0.0001799148,0.00009001827,0.00003933539,0.00002149102,0.0002223148,0.00009051301,0.0000101298],"category_scores_gemma":[0.000007962132,0.00009167797,0.00005840001,0.00009781653,0.0001200543,0.000005527609,0.0001604484,0.0002146537,8.00465e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001446633,"about_ca_system_score_gemma":0.00002110472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001757755,"about_ca_topic_score_gemma":0.0009082924,"domain_scores_codex":[0.9991411,0.00004134065,0.0003777,0.000152678,0.0001237246,0.0001634751],"domain_scores_gemma":[0.9994129,0.000007910479,0.0002311538,0.0002115901,0.0000903137,0.00004611626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007604135,0.0005421432,0.8624216,0.0006436968,0.001053514,0.0002614227,0.0005030163,0.0001811981,0.07770193,0.001799883,0.003372846,0.05075828],"study_design_scores_gemma":[0.001825569,0.0005187059,0.9205261,0.000226337,0.0001679684,0.00006272952,0.0007243767,0.00004949143,0.01754016,0.0002086002,0.057932,0.0002179467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957694,0.0003579837,0.0001802629,0.000362506,0.0003308498,0.0001869645,0.000003778165,0.000001383105,0.00280681],"genre_scores_gemma":[0.9946094,0.002300108,0.001406322,0.0002765325,0.00005973089,0.000004374187,0.00000423394,0.00001032163,0.001328933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06016178,"threshold_uncertainty_score":0.3738519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004186222200007001,"score_gpt":0.2215298937923892,"score_spread":0.2173436715923822,"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."}}