{"id":"W1971314952","doi":"10.1016/j.provac.2009.07.011","title":"Shigella sonnei oligosaccharide-protein conjugates","year":2009,"lang":"ca","type":"article","venue":"Procedia in Vaccinology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Steacie Institute for Molecular Sciences","funders":"National Institutes of Health","keywords":"Shigella sonnei; Microbiology; Shigella; Oligosaccharide; Biology; Bacteria; Salmonella; Biochemistry","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"],"consensus_categories":[],"category_scores_codex":[0.000476265,0.0005738233,0.0006832412,0.0002550639,0.000169832,0.00006868109,0.0008098181,0.0008624787,0.0001899344],"category_scores_gemma":[0.001524314,0.000593102,0.0001683063,0.000460636,0.0001938286,0.00001525207,0.0004839448,0.0007899809,0.0001875712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009999111,"about_ca_system_score_gemma":0.0004838955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009380246,"about_ca_topic_score_gemma":0.0004453592,"domain_scores_codex":[0.9961048,0.0002355923,0.0006962828,0.001180631,0.000260788,0.001521953],"domain_scores_gemma":[0.9985206,0.00007134086,0.0002116096,0.0006818144,0.0002801772,0.000234488],"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":[0.0008943951,0.0007612892,0.05208503,0.0003282283,0.0002510527,0.000176044,0.0006242058,0.00002310745,0.9098499,0.00463113,0.004780189,0.02559544],"study_design_scores_gemma":[0.008014714,0.008594696,0.144734,0.0003997134,0.0001323795,0.0001794675,0.001365827,0.0008578112,0.7450628,0.016689,0.07105449,0.002915105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602517,0.02528147,0.00004727592,0.007238491,0.0003544634,0.0011138,0.00002652924,0.0000497706,0.005636507],"genre_scores_gemma":[0.9896089,0.006374678,0.0006672641,0.001191898,0.0007254957,0.000179742,0.00005125466,0.00004751608,0.001153206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647871,"threshold_uncertainty_score":0.999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063864173300446,"score_gpt":0.274409523373821,"score_spread":0.2637708816408165,"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."}}