{"id":"W4231699870","doi":"10.1038/scibx.2010.173","title":"Synthetic saponins","year":2010,"lang":"en","type":"article","venue":"Science-Business eXchange","topic":"Toxin Mechanisms and Immunotoxins","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saponin; SAFER; Adjuvant; Pharmacology; Vaccine adjuvant; Medicine; Traditional medicine; Immunology; Computer science; Alternative medicine; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007335772,0.0002031419,0.0002183901,0.0003282563,0.0007425319,0.00008480127,0.0008471293,0.0002036099,0.005378139],"category_scores_gemma":[0.0002973873,0.0001649886,0.00005849239,0.00112567,0.001403274,0.0003926426,0.0002672358,0.0003944959,0.002229325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025585,"about_ca_system_score_gemma":0.000232653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100038,"about_ca_topic_score_gemma":0.00009531153,"domain_scores_codex":[0.9984106,0.00003365828,0.0002053388,0.0005259985,0.0001083408,0.0007160347],"domain_scores_gemma":[0.9988797,0.00004131663,0.00009143007,0.0006879421,0.0002496096,0.00005005077],"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":[0.00001211256,0.00007320487,0.0001231794,0.000008866996,0.000006441313,0.000003430255,0.0002979581,3.092051e-7,0.9722847,0.00599675,0.000425953,0.0207671],"study_design_scores_gemma":[0.0008751838,0.00009132823,0.04705467,0.00003515647,0.00002406252,0.0002064796,0.0002091616,0.00001226041,0.6025705,0.001024336,0.3474126,0.0004841706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733164,0.0008062318,0.0004582921,0.0008625722,0.01067596,0.0003078428,0.00002793328,0.0002198532,0.01332488],"genre_scores_gemma":[0.9932991,0.00006013861,0.0004541841,0.000245555,0.000109929,0.00003918408,0.00001320995,0.00002049942,0.005758231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3697141,"threshold_uncertainty_score":0.9985476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121349973702025,"score_gpt":0.2365759649741266,"score_spread":0.2244409676039241,"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."}}