{"id":"W2946750216","doi":"10.3390/md17050307","title":"Marine Bacteria, A Source for Alginolytic Enzyme to Disrupt Pseudomonas aeruginosa Biofilms","year":2019,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Cystic Fibrosis Canada; Nova Scotia Health Research Foundation; Brigham and Women's Hospital","keywords":"Microbiology; Biofilm; Pseudomonas aeruginosa; Bacteria; Glucuronic acid; Biology; Polysaccharide; Pseudoalteromonas; Marine bacteriophage; Molecular mass; Biochemistry; Enzyme; Chemistry; 16S ribosomal RNA","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":[0.0001858565,0.0003254195,0.0003254502,0.00007851474,0.00008581181,0.0000900161,0.0002613953,0.0001961041,0.0003529664],"category_scores_gemma":[0.00005142643,0.0003113364,0.000191668,0.000125815,0.00003985333,0.000007666338,0.0007313663,0.00009421857,0.0002043565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597186,"about_ca_system_score_gemma":0.00005424147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002640236,"about_ca_topic_score_gemma":0.00005139641,"domain_scores_codex":[0.9982673,0.00003400675,0.0003139477,0.0006620608,0.00013268,0.0005899848],"domain_scores_gemma":[0.9989262,0.00002554733,0.00009793958,0.0006620629,0.00008181744,0.0002064038],"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":[0.0003788625,0.0000569538,0.004293637,0.00004916453,0.00005556804,0.000001888411,0.00006179944,0.00001075024,0.9654406,0.00007740597,0.002600873,0.02697249],"study_design_scores_gemma":[0.001347556,0.0005294634,0.00826471,0.00001754899,0.00003432285,0.00003026711,0.00006596197,0.0001302261,0.5652177,0.00001991091,0.4237985,0.000543833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943894,0.00001872942,0.0002094328,0.0007691729,0.0006867059,0.0007447843,0.00005947864,0.00004728069,0.003075018],"genre_scores_gemma":[0.9723348,0.00001244486,0.006053851,0.00131671,0.0007311527,0.00004409253,0.0008642531,0.00007945776,0.01856324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4211976,"threshold_uncertainty_score":0.9999339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005480389877419904,"score_gpt":0.2221024018518052,"score_spread":0.2166220119743853,"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."}}