{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007331566,0.00003156529,0.00002701017,0.00001764055,0.00008901009,0.00001558709,0.0001730546,0.00001778543,0.000005518917],"category_scores_gemma":[0.0000145294,0.00002593412,0.00001587767,0.00009103154,0.00004156811,0.000001971493,0.00002899264,0.00000982352,0.00003570501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001390988,"about_ca_system_score_gemma":0.00003698791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004922093,"about_ca_topic_score_gemma":0.00001944887,"domain_scores_codex":[0.9996054,0.000001524212,0.0000416798,0.0001775256,0.00005066634,0.0001232363],"domain_scores_gemma":[0.9998037,0.000007384383,0.000009950395,0.0001317841,0.00001507143,0.0000321532],"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":[0.000006011358,0.000003845683,0.0005808026,7.408167e-7,0.000001758852,1.301143e-7,0.00001730579,0.000004788949,0.9937209,0.0000381549,0.003269445,0.002356073],"study_design_scores_gemma":[0.0002873185,0.00003969678,0.07750487,0.000004205285,0.000003405096,0.000001945514,0.00005148979,0.0002905717,0.6539131,0.0009079421,0.2668881,0.0001073729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976662,0.00005114958,0.001296155,0.0002629078,0.00008691176,0.00008896271,0.0002310794,0.00001492584,0.0003017446],"genre_scores_gemma":[0.998525,0.0000365169,0.0004323105,0.0001626952,0.00008436925,0.00002945933,0.00009873121,0.000002907808,0.0006280142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398079,"threshold_uncertainty_score":0.1057563,"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."}}