{"id":"W3033978437","doi":"10.1371/journal.pbio.3000728","title":"Modulation of bacterial multicellularity via spatio-specific polysaccharide secretion","year":2020,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Université Laval; PROTEO; Institut National de la Recherche Scientifique","funders":"CHIST-ERA; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Consejo Nacional de Ciencia y Tecnología; National Science Foundation; Institut national de la recherche scientifique; Centre National de la Recherche Scientifique; Banting Research Foundation; Aix-Marseille Université; Agence Nationale de la Recherche","keywords":"Myxococcus xanthus; Multicellular organism; Biology; Pilus; Secretion; Population; Biofilm; Cell biology; Polysaccharide; Function (biology); Microbiology; Bacteria; Virulence; Gene; Biochemistry; Genetics; Mutant","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":[0.00006798524,0.0001268506,0.0001886964,0.00002260106,0.00004115546,0.000009135288,0.00009922686,0.0002418385,0.0001492911],"category_scores_gemma":[0.00006544375,0.0001230286,0.00007141962,0.00005772953,0.00007878806,0.000004546659,0.00008049444,0.00006881187,0.00001775627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006736633,"about_ca_system_score_gemma":0.00002059418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000031958,"about_ca_topic_score_gemma":0.000008746038,"domain_scores_codex":[0.999095,0.00009280058,0.0002660964,0.0003241412,0.00004999549,0.000171946],"domain_scores_gemma":[0.9995081,0.00000993227,0.0001463553,0.0001820612,0.00008121715,0.00007235949],"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":[0.0002831868,0.00003935313,0.001955362,0.00001355275,0.00003305887,5.450391e-7,0.00005735213,0.000006660321,0.995225,0.00009802067,0.00005851917,0.002229397],"study_design_scores_gemma":[0.000477562,0.0003270166,0.003989364,0.000005072437,0.00001511604,0.0000024301,0.00001171242,0.001288773,0.9879018,0.00002601988,0.00580043,0.0001547048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951469,0.00009882181,0.003855465,0.000334786,0.0002666,0.0001526823,0.00004941697,0.00001717866,0.00007813165],"genre_scores_gemma":[0.9962437,0.00005597393,0.001777865,0.0001598944,0.0008280837,0.000002775145,0.0009100214,0.00001491785,0.000006817654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007323193,"threshold_uncertainty_score":0.5016962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352227636884675,"score_gpt":0.2268403140653202,"score_spread":0.2033180376964735,"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."}}