{"id":"W4410402863","doi":"10.3390/antibiotics14050510","title":"Exploring the Antibacterial Potency of Cymbopogon Essential Oils: Liposome Encapsulation and Phytochemical Insights","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Centre for Engineering Research and Development; Agence Universitaire de la Francophonie; Université de Lorraine","keywords":"Cymbopogon citratus; Chemistry; Antimicrobial; Liposome; Chromatography; Minimum inhibitory concentration; Antibacterial activity; Citral; Enterococcus faecalis; Essential oil; Geraniol; Minimum bactericidal concentration; Phytochemical; Broth microdilution; Organic chemistry; Biochemistry; Bacteria; Biology; Escherichia coli","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007479519,0.0001074219,0.0001689293,0.00001320211,0.0001768101,0.00005510463,0.0001336675,0.00006153531,0.00001403126],"category_scores_gemma":[0.00003660253,0.00004002407,0.00006566928,0.0002658132,0.000133585,0.0002441807,0.0001068914,0.0000984027,0.000001876153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005279874,"about_ca_system_score_gemma":0.000008054842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023175,"about_ca_topic_score_gemma":0.00009037385,"domain_scores_codex":[0.9993106,0.00004408106,0.0002014325,0.0001952889,0.00009989997,0.0001486635],"domain_scores_gemma":[0.9996674,0.0001083219,0.00008227675,0.00005656421,0.00005710738,0.00002833063],"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":[0.00002332087,0.00008135773,0.0009608459,0.00002481138,0.00001335136,0.000001039521,0.00005235127,0.000001017754,0.9819578,0.001614038,0.00002248333,0.01524762],"study_design_scores_gemma":[0.00009668928,0.00004612659,0.07735203,0.00007195277,0.00002618537,0.000001517762,0.00004296854,0.00005408609,0.921366,0.0003954216,0.0004590009,0.00008802891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981984,0.00006432482,0.000021402,0.0007160269,0.0004428697,0.0001024241,0.00001098907,0.00002233552,0.0004211669],"genre_scores_gemma":[0.9990178,0.0005344652,0.00005365734,0.00005306758,0.000287392,2.046568e-7,0.00001841206,7.75134e-7,0.00003419021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07639118,"threshold_uncertainty_score":0.1632134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294008323343935,"score_gpt":0.2156409513683374,"score_spread":0.1927008681348981,"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."}}