{"id":"W2141694326","doi":"10.1128/jb.00717-08","title":"Interactions of DNA with Biofilm-Derived Membrane Vesicles","year":2009,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; University of Glasgow; Advanced Foods and Materials Network; Massachusetts Institute of Technology","keywords":"Biofilm; Vesicle; Biology; DNA; Biophysics; Matrix (chemical analysis); Membrane; Polymer; Reactivity (psychology); Bacteria; Biochemistry; Chemistry; Genetics; Chromatography","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":[0.0001236023,0.0001167355,0.0002882988,0.00007837892,0.00003289175,0.00001082537,0.0001201303,0.0001031885,0.00004009846],"category_scores_gemma":[0.00004069567,0.00008520832,0.0001071031,0.00006003404,0.00009734297,0.00001059344,0.00002103123,0.0001121485,0.000001551788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008122069,"about_ca_system_score_gemma":0.00007405005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004629729,"about_ca_topic_score_gemma":0.000008192801,"domain_scores_codex":[0.9992164,0.00006920606,0.000383509,0.0001185861,0.00005841556,0.0001538843],"domain_scores_gemma":[0.999138,0.00001476917,0.0004496359,0.000154713,0.0001763582,0.00006655529],"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":[0.0007631524,0.00005254488,0.0002459626,0.000005092338,0.00007802905,0.00001136558,0.00003434914,0.000006709603,0.9939931,0.00003015724,0.0001223304,0.004657176],"study_design_scores_gemma":[0.0006312931,0.00229439,0.02384208,0.00003810522,0.00003398221,0.0007199807,0.00005744933,0.000001970636,0.9622615,0.00001377069,0.01000423,0.0001012576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984117,0.0001048527,0.00009317701,0.0007333945,0.0002828357,0.00004281324,0.000006532485,0.0000028783,0.0003218642],"genre_scores_gemma":[0.9966491,0.0001176856,0.002498243,0.0002284855,0.0004428245,2.31161e-7,0.00001404192,0.000008873565,0.00004045694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03173164,"threshold_uncertainty_score":0.3474695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009699693270615239,"score_gpt":0.2385336130918122,"score_spread":0.228833919821197,"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."}}