{"id":"W4388140600","doi":"10.1128/msystems.00826-23","title":"Gut bacteria mediated adaptation of diamondback moth, <i>Plutella xylostella,</i> to secondary metabolites of host plants","year":2023,"lang":"en","type":"article","venue":"mSystems","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"National Natural Science Foundation of China","keywords":"Diamondback moth; Plutella; Biology; Kaempferol; Brassica oleracea; Bacteria; Gut flora; Secondary metabolite; Botany; Glucosinolate; Proteobacteria; Secondary metabolism; Brassica; Flavonoid; Microbiology; Biochemistry; Larva; Antioxidant; Gene; Genetics","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":[0.0003703141,0.0001538211,0.0004136222,0.00004314246,0.00006810891,0.00003823129,0.000259202,0.0001104625,0.0003225981],"category_scores_gemma":[0.00005875155,0.0000643842,0.00009951115,0.0005892601,0.00004702306,0.00009975868,0.00006670289,0.00005090422,0.0001659878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008763602,"about_ca_system_score_gemma":0.00001388535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468842,"about_ca_topic_score_gemma":0.0005037363,"domain_scores_codex":[0.9985723,0.0001227016,0.0005488521,0.0002419962,0.0002552363,0.0002588513],"domain_scores_gemma":[0.9992015,0.0002644614,0.0002521132,0.00008284563,0.0001048293,0.000094298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004388972,0.00002970594,0.003212275,0.00005136593,0.00002318421,0.00000156276,0.0004475844,0.000005604318,0.9913692,0.00003335035,0.0005834387,0.004198814],"study_design_scores_gemma":[0.0001968956,0.0003681425,0.1639208,0.0001537549,0.00001454591,0.000003242118,0.001546914,0.00006511007,0.8240989,0.00002069618,0.009371903,0.0002391137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996931,0.0001774135,2.800883e-7,0.0001397962,0.0006183955,0.0003122489,0.0009250381,0.00006028526,0.0008355678],"genre_scores_gemma":[0.9991364,0.00008350285,0.0000212114,0.00007386498,0.0002250408,0.00001574828,0.0002697037,0.000001975865,0.0001725757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672704,"threshold_uncertainty_score":0.3532223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254738282796856,"score_gpt":0.2163726848609528,"score_spread":0.1908988565812672,"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."}}