{"id":"W7094999872","doi":"10.2139/ssrn.5654912","title":"Nanoparticle formulations that encapsulate water-in-oil and oil-in-water emulsions and efficacy in subunit vaccine trials in weanling piglets","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Adjuvant; Immunogenicity; Immune system; Antigen; Weanling; Rotavirus; Antibody; Virus-like particle; Vaccination","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":[0.00139951,0.0004859954,0.0006776871,0.0003219985,0.000223976,0.0005676132,0.0004497227,0.001012928,0.0009285229],"category_scores_gemma":[0.0008538043,0.0002627153,0.0005320383,0.0001702911,0.0006229126,0.0007052614,0.0002155045,0.0009864033,0.0002208804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381102,"about_ca_system_score_gemma":0.0004326267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286478,"about_ca_topic_score_gemma":0.00112234,"domain_scores_codex":[0.999625,0.00009921237,0.00002726072,0.0001060503,0.00006270376,0.00007983822],"domain_scores_gemma":[0.999576,0.0001528148,0.000100937,0.00003128748,0.00006224978,0.00007670324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01950825,0.006904971,0.00117715,0.0004006219,0.0001446644,0.0001212554,0.0004861637,0.001274934,0.9522679,0.0002958489,0.0003367598,0.01708145],"study_design_scores_gemma":[0.002764404,0.2792767,0.006857254,0.00008438576,0.000513441,0.000212751,0.0003566313,0.00244328,0.705153,0.0003027379,0.001985699,0.00004969131],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982785,0.000502223,0.0006568166,0.00006693398,0.00005033925,0.00008926637,0.0000920208,0.00001814169,0.0002457837],"genre_scores_gemma":[0.9957171,0.0008177132,0.001414886,0.00008421135,0.00002250645,0.0001337191,0.0002452236,0.00001996917,0.001544676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139951,"threshold_uncertainty_score":0.007401347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762620993176001,"score_gpt":0.2963270714035541,"score_spread":0.2487008614717941,"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."}}