{"id":"W4386402110","doi":"10.1002/jemt.24410","title":"Modulation of quorum sensing and biofilm of <scp>Gram</scp>‐negative bacterial pathogens by <scp><i>Cinnamomum zeylanicum</i> L</scp>.","year":2023,"lang":"en","type":"article","venue":"Microscopy Research and Technique","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"King Saud University","keywords":"Cinnamomum zeylanicum; Quorum sensing; Biofilm; Antimicrobial; Microbiology; Pseudomonas aeruginosa; Virulence; Bacteria; Biology; Antibiotics; Prodigiosin; Serratia marcescens; Pathogenic bacteria; Food science; Essential oil; Escherichia coli; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009974274,0.0002351114,0.0003447628,0.0002243092,0.0001958276,0.0000707882,0.0001358966,0.0004086369,0.000002091418],"category_scores_gemma":[0.0005219402,0.0002269254,0.00006952722,0.0004597993,0.0005355468,0.00001573614,0.0003761258,0.0002483127,0.000001939926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001614946,"about_ca_system_score_gemma":0.00009545539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002826841,"about_ca_topic_score_gemma":0.00004753146,"domain_scores_codex":[0.9979877,0.000224336,0.000391187,0.0005422087,0.0002322004,0.0006223295],"domain_scores_gemma":[0.9988047,0.000186417,0.0001676573,0.0003480961,0.0003359267,0.0001572136],"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":[0.00004427521,0.00004324868,0.0007066193,0.0001006235,0.00003737068,0.000004609949,0.0001135443,3.036216e-7,0.9900426,0.00002357018,0.00705843,0.001824855],"study_design_scores_gemma":[0.0004499383,0.0007892937,0.001238437,0.00008986527,0.000009125061,0.00001901787,0.0002803151,0.00007039396,0.9877148,0.0002140253,0.009061332,0.00006343344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976755,0.0002649155,0.0005475846,0.00006355374,0.00008512738,0.0005992346,0.0004777677,0.00003978853,0.0002465611],"genre_scores_gemma":[0.993844,0.0009714555,0.00409163,0.00002327243,0.0001193999,0.00001381751,0.0004647948,0.0000463726,0.0004252883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003831498,"threshold_uncertainty_score":0.9253748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780414481686721,"score_gpt":0.2984080112622738,"score_spread":0.2806038664454066,"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."}}