{"id":"W4392916812","doi":"10.1128/mbio.02553-23","title":"Type 1 fimbriae-mediated collective protection against type 6 secretion system attacks","year":2024,"lang":"en","type":"article","venue":"mBio","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Type VI secretion system; Secretion; Fimbria; Competition (biology); Competitor analysis; Biology; Microbiology; Computational biology; Gene; Genetics; Business; Escherichia coli; Ecology; Virulence; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002279055,0.0003914165,0.0005811537,0.0002694971,0.000228596,0.0005500483,0.0002627015,0.0003873456,0.0007869581],"category_scores_gemma":[0.0003159895,0.0001274211,0.0004034514,0.0002299667,0.0001938956,0.0002987905,0.0003758214,0.0005445249,0.0002772374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890879,"about_ca_system_score_gemma":0.0001935547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931841,"about_ca_topic_score_gemma":0.0004558068,"domain_scores_codex":[0.9998145,0.00002182994,0.00001160498,0.00003946579,0.00006634714,0.00004635674],"domain_scores_gemma":[0.9997899,0.00004001572,0.00007415068,0.00002965486,0.00003903623,0.00002726374],"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":[0.00005389567,0.00002802109,0.001784322,0.00004987335,0.00001260478,0.00002792763,0.00001214402,0.0001943039,0.9957483,0.00004567588,0.00007445515,0.001968525],"study_design_scores_gemma":[0.00001488924,0.0002933705,0.04993738,0.00001525175,0.00004459763,0.0003314184,0.00009565755,0.006479462,0.9401408,0.0001581205,0.002471336,0.00001772361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939219,0.001060143,0.003871441,0.00009636341,0.00001473652,0.00001877377,0.0004365226,0.0001174932,0.0004626562],"genre_scores_gemma":[0.9959127,0.0003241085,0.002392992,0.00003606543,0.00000465505,0.00001795285,0.0006054423,0.00001077479,0.0006952673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007869581,"threshold_uncertainty_score":0.002632618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931090999690879,"score_gpt":0.2741673862175108,"score_spread":0.254856476220602,"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."}}