{"id":"W4360609437","doi":"10.1126/science.adg8823","title":"A booster for vaccines from plants","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Booster (rocketry); Biotechnology; Biology; Virology; Chemistry; Computational biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728644,0.0003726413,0.000324593,0.0002698679,0.0002812068,0.0004960768,0.0003157345,0.0007417076,0.004863373],"category_scores_gemma":[0.0003025621,0.0002190131,0.0003539277,0.0002005245,0.0002466619,0.000714967,0.0004075067,0.002229204,0.0021124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866187,"about_ca_system_score_gemma":0.0003229007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139934,"about_ca_topic_score_gemma":0.0003028022,"domain_scores_codex":[0.9998631,0.00001954166,0.000004153421,0.00003758666,0.00004606975,0.0000294043],"domain_scores_gemma":[0.9998643,0.00002947017,0.00002484097,0.00002145855,0.00002209659,0.00003790556],"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":[0.00009518865,0.00004021959,0.00004906452,0.0000630747,0.000004033308,0.00003193314,0.00001537148,0.0000820701,0.9930277,0.001078618,0.0004444604,0.005068166],"study_design_scores_gemma":[0.00003774972,0.0006098783,0.0003188149,0.00002129493,0.00002004035,0.000201164,0.00001814045,0.0007836704,0.9584345,0.0008961904,0.03864821,0.00001044203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7776533,0.0192324,0.1608637,0.007374282,0.002918412,0.000465372,0.002215141,0.004261095,0.02501636],"genre_scores_gemma":[0.8732242,0.006313455,0.07420971,0.002338685,0.0003198211,0.0002207516,0.001652331,0.0004469575,0.04127409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004863373,"threshold_uncertainty_score":0.01626962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074884253032779,"score_gpt":0.2962402102786503,"score_spread":0.2754913677483225,"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."}}