{"id":"W3197576894","doi":"10.1111/mmi.14803","title":"Bacterial glycocalyx integrity drives multicellular swarm biofilm dynamism","year":2021,"lang":"en","type":"article","venue":"Molecular Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; PROTEO; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Banting Research Foundation","keywords":"Myxococcus xanthus; Glycocalyx; Biofilm; Biology; Secretion; Multicellular organism; Pilus; Cell biology; Extracellular; Cell; Motility; Microbiology; Quorum sensing; Biochemistry; Bacteria; Virulence; Gene; 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"],"consensus_categories":[],"category_scores_codex":[0.0001736199,0.0003701462,0.000386088,0.00006054337,0.0001297973,0.00006800851,0.0002622835,0.0006628386,0.0001514552],"category_scores_gemma":[0.000168942,0.0003707022,0.0002854123,0.0001493934,0.0002586152,0.000005391,0.0003974611,0.000300218,0.00009297121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000299556,"about_ca_system_score_gemma":0.000173202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003739455,"about_ca_topic_score_gemma":0.00005446421,"domain_scores_codex":[0.9977199,0.0003378406,0.0003965132,0.0008783723,0.00005861889,0.000608761],"domain_scores_gemma":[0.9988073,0.00001691837,0.000127172,0.0006984174,0.0002021163,0.0001480676],"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":[0.0001248558,0.0001122216,0.0001129606,0.00001735628,0.0001422283,0.0001985384,0.0000268315,0.000006346295,0.9974468,0.0002110152,0.0005927749,0.001008016],"study_design_scores_gemma":[0.0008199419,0.0001583924,0.0001176324,0.00001629957,0.00004102543,0.0003866928,0.00004168309,0.00001674844,0.8403969,0.00001859522,0.1576004,0.0003856497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941744,0.001211938,0.001745577,0.0006301387,0.001320789,0.0001711347,0.0001240049,0.00004114312,0.0005809204],"genre_scores_gemma":[0.9874988,0.0001391493,0.00704949,0.001109207,0.0004012518,0.000008376198,0.003097369,0.00006030854,0.0006360344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570499,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006933418559928971,"score_gpt":0.2233585101344549,"score_spread":0.216425091574526,"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."}}