{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001495609,0.0001170099,0.0001053423,0.00005991496,0.0001038359,0.0000656153,0.00007655234,0.0001355759,0.00001831181],"category_scores_gemma":[0.0001975799,0.0001045533,0.00004337246,0.0003383179,0.00004658782,0.000004539544,0.00008930872,0.0001108084,0.0002157469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383859,"about_ca_system_score_gemma":0.0002025467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002258487,"about_ca_topic_score_gemma":0.00003461649,"domain_scores_codex":[0.9991707,0.00007927354,0.0001175528,0.0003072037,0.0001229656,0.0002023418],"domain_scores_gemma":[0.9995547,0.00001041778,0.00002447059,0.0001688594,0.0001922844,0.00004927328],"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":[0.0001760594,0.00001367151,0.0001239404,0.0001429247,0.0001320545,0.00001183613,0.00007358292,0.000007046272,0.9868855,0.00001867033,0.01168612,0.0007285957],"study_design_scores_gemma":[0.001120275,0.003144157,0.007116861,0.0004938647,0.00007263959,0.00005614103,0.0006392475,0.00718625,0.5775986,0.00003500736,0.4017424,0.0007945424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912396,0.001337311,0.0003368297,0.0001927303,0.001055016,0.000539578,0.00003945317,0.0001190913,0.005140394],"genre_scores_gemma":[0.9950116,0.0001769504,0.00003868625,0.00003056819,0.0003469051,0.000056815,0.0002813278,0.00002426115,0.004032943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092869,"threshold_uncertainty_score":0.4263559,"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."}}