{"id":"W4416294610","doi":"10.1111/febs.70288","title":"Protein nanoparticles assemble in plants, display antigenic viral peptides, and produce an epitope‐specific immune response","year":2025,"lang":"en","type":"article","venue":"FEBS Journal","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Western University","funders":"EQUIPMENT BOKU VIENNA INSTITUTE OF BIOTECHNOLOGY; Universität für Bodenkultur Wien; Agriculture and Agri-Food Canada; Government of Canada","keywords":"Epitope; Nicotiana benthamiana; Fusion protein; Immune system; Virus; Viral envelope; Antigen; Antigenicity; Virus-like particle","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005209915,0.0001163116,0.0001281833,0.00006953194,0.0001675906,0.00008451008,0.0001771938,0.00007941673,0.000007328536],"category_scores_gemma":[0.00002897646,0.0001013439,0.00003826087,0.00008367228,0.00005139474,0.00001419284,0.00004093018,0.0001749133,0.000003946637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420908,"about_ca_system_score_gemma":0.0001138559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204804,"about_ca_topic_score_gemma":0.00004523355,"domain_scores_codex":[0.9990169,0.0001380237,0.0002663824,0.0002587784,0.00008207103,0.0002378334],"domain_scores_gemma":[0.9995862,0.00001197044,0.000061714,0.0002368529,0.00002672394,0.00007654],"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":[0.0006940964,0.0001101853,0.002399052,0.000006164068,0.00001849561,0.00001288243,0.00004961372,0.00001313171,0.9918853,0.0001508862,0.0004142275,0.004245989],"study_design_scores_gemma":[0.0008544843,0.0001824492,0.203867,0.00006710814,0.000007278789,0.0001482787,0.00009716521,0.00002602563,0.7562968,0.0002442463,0.03805314,0.0001560238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951288,0.003691148,0.0002483158,0.0005460198,0.00006395367,0.0002247096,0.00002806145,0.000007248639,0.00006175112],"genre_scores_gemma":[0.9978673,0.000814782,0.0005632332,0.0000482307,0.00009268935,0.00002445773,0.00002442176,0.00001006992,0.000554812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355885,"threshold_uncertainty_score":0.4132683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00983941879414281,"score_gpt":0.2624825562591328,"score_spread":0.25264313746499,"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."}}