{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001259245,0.0004595446,0.0004418529,0.0003526248,0.0002087354,0.0003953754,0.0002248728,0.0003384029,0.0004361995],"category_scores_gemma":[0.000222853,0.000125409,0.0003174964,0.0003315317,0.00009922102,0.0002512562,0.000438529,0.0005144964,0.0002788901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408337,"about_ca_system_score_gemma":0.0002490479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105892,"about_ca_topic_score_gemma":0.001719088,"domain_scores_codex":[0.9998179,0.00002457019,0.00001949804,0.00003352229,0.0000798397,0.00002467483],"domain_scores_gemma":[0.9999251,0.000008393366,0.00001576496,0.000008040735,0.00002324632,0.00001943394],"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":[0.00004016964,0.0000498375,0.0001798452,0.00007640551,0.000005370877,0.00005819575,0.00001718433,0.00003871282,0.9973384,0.00001541058,0.00005757433,0.002123037],"study_design_scores_gemma":[0.00001938164,0.0006018422,0.005023179,0.00004453202,0.00005716781,0.000333889,0.00008641579,0.0006819086,0.9878807,0.00004250016,0.005215193,0.00001326623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869594,0.005999081,0.004112526,0.0002588287,0.0000883219,0.0001091863,0.0005988132,0.0001298581,0.001743932],"genre_scores_gemma":[0.9795455,0.003446803,0.01172888,0.0001249497,0.00002670455,0.00009988651,0.001285804,0.00004900074,0.00369244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00105892,"threshold_uncertainty_score":0.002105534,"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."}}