{"id":"W2340325599","doi":"","title":"Discovery and characterization of olfactory-related genes in the wheat stem sawfly, Cephus cinctus, a major pest of wheat in the northern plains","year":2014,"lang":"en","type":"dissertation","venue":"Montana State University ScholarWorks (Montana State University)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sawfly; PEST analysis; Biology; Agronomy; Botany; Ecology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058745,0.0005197655,0.0007478643,0.0003955247,0.0004613252,0.0001714227,0.00122457,0.0003948881,0.0000210759],"category_scores_gemma":[0.00001600188,0.0002766984,0.0002277733,0.001583747,0.0002026411,0.001255197,0.0001050602,0.0009168827,0.000001840578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508729,"about_ca_system_score_gemma":0.0001076421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02498149,"about_ca_topic_score_gemma":0.5904717,"domain_scores_codex":[0.9966936,0.001048421,0.0005228784,0.0006498873,0.000567751,0.000517422],"domain_scores_gemma":[0.99827,0.0004126152,0.0007236988,0.000271693,0.0002349644,0.00008706687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01143487,0.00192399,0.6345859,0.0008765529,0.001121801,0.004323952,0.07135627,0.001225434,0.193031,0.005239949,0.0000678224,0.07481252],"study_design_scores_gemma":[0.001539935,0.0004353031,0.9362818,0.0003319543,0.0002186871,0.000008575968,0.05747951,0.0001544638,0.0002741383,0.0000945316,0.002603615,0.0005774659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960396,0.0002390699,0.00001492733,0.0002193721,0.0001203276,0.0009623779,0.0007203814,0.00003072396,0.001653269],"genre_scores_gemma":[0.994449,0.001401074,0.000004750204,0.00002610107,0.00002032764,9.133608e-7,0.001103428,0.000007323481,0.002987053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654902,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008685850061851224,"score_gpt":0.1625301175798243,"score_spread":0.1538442675179731,"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."}}