{"id":"W2806442240","doi":"10.1016/j.sbi.2018.05.001","title":"Gram-negative synthase-dependent exopolysaccharide biosynthetic machines","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Structural Biology","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Biofilm; Bacteria; ATP synthase; Hyaluronan synthase; Extracellular matrix; Polysaccharide; Microbiology; Function (biology); Biochemistry; Glucosamine; Biology; Chemistry; Enzyme; Cell biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002074704,0.001116474,0.002341117,0.0002798687,0.0001551258,0.00006912943,0.001079135,0.001050143,0.003316286],"category_scores_gemma":[0.0005805412,0.0008479914,0.0007940238,0.000362069,0.0006126967,0.00007995205,0.0004208352,0.00115882,0.0001732372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695569,"about_ca_system_score_gemma":0.0002147837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007850389,"about_ca_topic_score_gemma":0.000008705592,"domain_scores_codex":[0.995909,0.0002441683,0.001409893,0.001411086,0.0002204601,0.0008054178],"domain_scores_gemma":[0.9971163,0.0008277252,0.0008332171,0.000929634,0.00008604698,0.0002070249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003305788,0.00005160001,0.0000699614,0.02681348,0.0002036971,0.000004775466,0.00008432206,2.297367e-7,0.0007456699,0.0003801249,0.000311292,0.9713018],"study_design_scores_gemma":[0.000474428,0.00003712663,0.000002377364,0.02153958,0.0003308481,0.0002349999,0.00005147766,0.00005623019,0.00327869,0.003134416,0.9690925,0.001767351],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009620495,0.9889975,0.000003537736,0.00001945167,0.007430125,0.0003060039,0.001534087,0.0001469806,0.0006003067],"genre_scores_gemma":[0.00167135,0.9941342,0.00004853104,0.000003219116,0.002437228,0.0002129379,0.001304815,0.00008649879,0.0001011891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9695345,"threshold_uncertainty_score":0.9993971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07936113707322748,"score_gpt":0.3807309456563608,"score_spread":0.3013698085831333,"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."}}