{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203713,0.0001659009,0.0001453365,0.00009889984,0.0001411328,0.0003246704,0.00009911803,0.0002219457,0.0004139306],"category_scores_gemma":[0.0001447497,0.0001212856,0.0001217638,0.00005538188,0.0002133427,0.0002294883,0.0003850387,0.0003318745,0.00009625934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007786,"about_ca_system_score_gemma":0.0002041315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003802046,"about_ca_topic_score_gemma":0.0005677576,"domain_scores_codex":[0.9999096,0.00001417997,0.000004542595,0.00001625832,0.00002986373,0.00002552013],"domain_scores_gemma":[0.9999096,0.00001328029,0.00002931696,0.000009723796,0.00001265818,0.00002537404],"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":[0.00001356887,0.000004533646,0.0002023525,0.000006667976,0.000001069159,0.00001061582,0.000008204442,0.00005793213,0.9992009,0.0000947027,0.00001044914,0.0003890448],"study_design_scores_gemma":[0.000009939219,0.0001043368,0.01389067,0.000005162904,0.000005689072,0.00008797313,0.00009028939,0.007866714,0.9767363,0.0002944426,0.0009008169,0.000007706171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983414,0.0001461362,0.001040034,0.00005475751,0.000006064223,0.000003434946,0.00002622078,0.00001503678,0.0003668982],"genre_scores_gemma":[0.9992722,0.00006156312,0.000396244,0.00001068416,0.000001694043,0.000002987514,0.00001710766,0.000003561303,0.0002340224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004139306,"threshold_uncertainty_score":0.002182305,"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."}}