{"id":"W2811122886","doi":"10.1007/s00253-018-9170-7","title":"The LuxS/AI-2 system of Streptococcus suis","year":2018,"lang":"en","type":"review","venue":"Applied Microbiology and Biotechnology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Quorum sensing; Streptococcus suis; Biofilm; Virulence; Microbiology; Bacteria; Biology; Virulence factor; Infectivity; Gene; Virology; Genetics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001558905,0.0003905013,0.00156384,0.0002330894,0.0002256407,0.000007918164,0.0001895951,0.001957162,0.00002115287],"category_scores_gemma":[0.00002178689,0.0002101806,0.0002620297,0.0003200745,0.001544687,0.000006458301,0.0002037976,0.000561125,0.0001316883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000784641,"about_ca_system_score_gemma":0.0001289556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431798,"about_ca_topic_score_gemma":0.00001322624,"domain_scores_codex":[0.9984153,0.00005260752,0.0006075756,0.0005320358,0.00002534584,0.0003671167],"domain_scores_gemma":[0.9986533,0.0001883029,0.0003776549,0.0006751341,0.00005653491,0.00004909384],"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":[0.00005279163,0.0001464232,0.0001652037,0.005933787,0.001892488,0.00002253012,0.000007184119,3.572311e-9,0.001603131,0.03752488,0.001837662,0.9508139],"study_design_scores_gemma":[0.0004964239,0.0003967313,0.00001001228,0.001467713,0.001262161,0.001007988,0.0000371137,1.352857e-7,0.002308825,0.00005627486,0.9927924,0.0001642577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004234871,0.9959317,0.00002898399,0.0001299644,0.0002594819,0.001937447,0.0001079233,0.0001622496,0.001018781],"genre_scores_gemma":[0.003784041,0.9952037,0.00007928238,0.00002759267,0.00008954649,0.000381297,0.0001648062,0.00003042358,0.0002393135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9909547,"threshold_uncertainty_score":0.9993385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774186150767568,"score_gpt":0.296383206646301,"score_spread":0.2786413451386253,"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."}}