{"id":"W4362641000","doi":"10.1093/jee/toad054","title":"Global perspectives on field-evolved resistance to transgenic Bt crops: a special collection","year":2023,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ostrinia; Cry1Ac; Biology; Bacillus thuringiensis; Helicoverpa zea; PEST analysis; Resistance (ecology); Genetically modified maize; Biotechnology; Genetically modified crops; Helicoverpa; Bt cotton; Biopesticide; Helicoverpa armigera; Agronomy; Integrated pest management; European corn borer; Lepidoptera genitalia; Noctuidae; Transgene; Botany; Pesticide; Pyralidae; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002108345,0.0001170869,0.0002027847,0.0001231501,0.00006433261,0.00001795018,0.0001963348,0.0001455746,0.0001066703],"category_scores_gemma":[0.00007658756,0.0001181606,0.000166439,0.0001275035,0.00003096602,0.000003978146,0.00002543572,0.00008606102,0.00006217318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507232,"about_ca_system_score_gemma":0.0001709759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009432026,"about_ca_topic_score_gemma":0.001502451,"domain_scores_codex":[0.9991092,0.00006056012,0.0003124747,0.0002181541,0.00006721218,0.0002324122],"domain_scores_gemma":[0.9994874,0.00002445018,0.0001518604,0.0001688754,0.00008123431,0.00008616943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01728172,0.0004421411,0.02244502,0.00006747001,0.001185534,0.0002692189,0.00444048,0.009444228,0.1708106,0.009631652,0.7608823,0.003099606],"study_design_scores_gemma":[0.00881723,0.01657377,0.1123095,0.0001414354,0.0002148315,0.0005584572,0.006570563,0.00006174105,0.3053458,0.01227486,0.5356202,0.001511654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916494,0.0002984349,0.0003607452,0.001275617,0.001021311,0.00009489089,0.00001390551,0.000005755804,0.005279903],"genre_scores_gemma":[0.99264,0.000595069,0.0003418233,0.0003983262,0.002241145,0.000004959695,0.000005062715,0.00001183175,0.003761808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252621,"threshold_uncertainty_score":0.481845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068490526125381,"score_gpt":0.2789399604691735,"score_spread":0.2682550552079197,"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."}}