{"id":"W7008306666","doi":"","title":"Biological implications of field-evolved Cry1F resistance and pheromone race in European corn borer, Ostrinia nubilalis Hübner","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Ostrinia; European corn borer; Pyralidae; Bacillus thuringiensis; Genetically modified maize; PEST analysis; Resistance (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253696,0.0001376586,0.0002309148,0.00005638004,0.0001361784,0.000004732852,0.0004412652,0.0001604355,0.00009805227],"category_scores_gemma":[0.0000465869,0.000136744,0.0001048637,0.0001701693,0.0001156818,0.000003319224,0.0001451375,0.0001816943,0.00000144446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001484219,"about_ca_system_score_gemma":0.00006876855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002206036,"about_ca_topic_score_gemma":0.003203898,"domain_scores_codex":[0.999131,0.0001698413,0.000168408,0.0002849226,0.0001014028,0.0001443818],"domain_scores_gemma":[0.9991363,0.00004410097,0.0002558614,0.0004285111,0.0001031256,0.00003214351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001420257,0.00008919689,0.002687985,0.0001075142,0.00008563547,0.000009120948,0.0009845792,0.00001223977,0.9861872,0.0003217174,0.007091954,0.001002575],"study_design_scores_gemma":[0.001403706,0.0007351425,0.8931569,0.00007350492,0.0001694699,0.000004368689,0.007977815,0.000005645912,0.03366921,0.0004919362,0.06182942,0.0004828672],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890665,0.002844614,0.00004715664,0.000383352,0.00006169922,0.000201092,0.0001354131,0.00000559704,0.007254587],"genre_scores_gemma":[0.9901677,0.002760612,0.0002832933,0.00004404814,0.00003499169,9.018984e-7,0.0008620636,0.00001335037,0.00583303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.952518,"threshold_uncertainty_score":0.557626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132461774061405,"score_gpt":0.2300443582218359,"score_spread":0.2187197404812218,"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."}}