{"id":"W2279597082","doi":"10.1038/nchem.2468","title":"A sweet vaccine","year":2016,"lang":"en","type":"letter","venue":"Nature Chemistry","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Stereochemistry","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001336014,0.0004685511,0.0003564607,0.000025768,0.00008528605,0.00003350872,0.0007318805,0.004156489,0.0002694218],"category_scores_gemma":[0.0005022173,0.0003580529,0.0002395564,0.00009437191,0.00008954799,0.000001826729,0.0005129316,0.003248469,0.00004362308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005665847,"about_ca_system_score_gemma":0.0002194968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000167322,"about_ca_topic_score_gemma":0.000001566094,"domain_scores_codex":[0.997794,0.00003959162,0.0002188299,0.0008380752,0.00043688,0.0006726548],"domain_scores_gemma":[0.9984918,0.00004273821,0.0001363739,0.0009845959,0.0002566329,0.00008786673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002203708,0.000006203724,0.00005156525,0.0002031494,0.0001473538,0.00008164855,0.000001477804,2.802953e-8,0.3467755,3.61564e-7,0.6524826,0.0002280413],"study_design_scores_gemma":[0.0003521105,0.00002708876,0.00002121249,0.00006974405,0.0000234032,0.00003021687,0.00000227962,2.869542e-7,0.1922105,0.00003185073,0.8068694,0.0003618895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007185468,0.01872771,0.00002758045,0.9152359,0.000589871,0.0003781855,0.0004392613,0.00009472152,0.05732129],"genre_scores_gemma":[0.01036099,0.002212286,0.0002896933,0.7580413,0.05216537,0.0002089096,0.002602689,0.0002381275,0.1738806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1571946,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00502802270039972,"score_gpt":0.2651801223053769,"score_spread":0.2601520996049771,"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."}}