{"id":"W6968299078","doi":"10.5281/zenodo.15623249","title":"No Needles, No Pain - Edible Vaccines as an Alternative to Traditional Vaccination Methods","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Immunization; Cold chain; Public health; Immune system; Vaccine efficacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005279329,0.0003706552,0.0003144397,0.0004780365,0.0002112904,0.0007838772,0.0005079831,0.0007458197,0.005278709],"category_scores_gemma":[0.0003847811,0.000160467,0.0003680026,0.0002962931,0.0005484544,0.0008041273,0.0005688719,0.001174147,0.001369883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463094,"about_ca_system_score_gemma":0.0002883518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423062,"about_ca_topic_score_gemma":0.0006802516,"domain_scores_codex":[0.9995153,0.0001117772,0.00002095737,0.00007587973,0.0002241539,0.00005194454],"domain_scores_gemma":[0.9997937,0.00003672493,0.00006647889,0.00002383385,0.00004277955,0.00003649468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006530432,0.0004772608,0.0005109893,0.001811281,0.00006695821,0.0002392329,0.0001363999,0.0007717647,0.7227196,0.01653386,0.00790937,0.2481703],"study_design_scores_gemma":[0.000223272,0.00396224,0.003778162,0.0007138192,0.0001853487,0.001621389,0.0001930436,0.002557386,0.5010681,0.009178082,0.4764299,0.00008932919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4049357,0.1872121,0.2636346,0.01559894,0.007804936,0.0009220374,0.001772127,0.002290735,0.1158289],"genre_scores_gemma":[0.7426967,0.05653772,0.119926,0.004184493,0.0007471769,0.0004313841,0.001335039,0.000301258,0.0738402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005278709,"threshold_uncertainty_score":0.01765901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485116048288123,"score_gpt":0.3119871498100635,"score_spread":0.2771359893271823,"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."}}