{"id":"W4413244118","doi":"10.1021/acsomega.5c00059","title":"Development of Forsythia Essential Oil Microemulsions: Effects of Surfactants on Stability and Antibacterial Activity","year":2025,"lang":"en","type":"article","venue":"ACS Omega","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Drug Research and Development","funders":"Fundo para o Desenvolvimento das Ciências e da Tecnologia","keywords":"Microemulsion; Forsythia; Essential oil; Antibacterial activity; Chemistry; Pulmonary surfactant; Chemical engineering; Chromatography; Bacteria; Biology; Biochemistry; Medicine; Engineering","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":[0.0001738907,0.000132276,0.0003023545,0.00001696832,0.0001355263,0.00001974827,0.0001287333,0.0001261905,0.00001187578],"category_scores_gemma":[0.00008657706,0.00005872136,0.00006186382,0.0002154594,0.0001093228,0.0001077411,0.0001412552,0.0001145259,0.000001096259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001460798,"about_ca_system_score_gemma":0.00002698068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872085,"about_ca_topic_score_gemma":0.0003089849,"domain_scores_codex":[0.9991376,0.00007673963,0.0002296334,0.0002563835,0.0001228224,0.0001767808],"domain_scores_gemma":[0.9993554,0.0003386715,0.0001402322,0.00006377479,0.0000613193,0.00004061442],"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":[0.0001786837,0.0004034653,0.002625689,0.0001835319,0.00002460375,7.059812e-7,0.00005999741,6.437594e-8,0.9278577,0.00005681703,0.00001826651,0.06859048],"study_design_scores_gemma":[0.0002131245,0.00007102398,0.1761056,0.0001257839,0.00001200549,2.334706e-7,0.00001177436,0.000001397785,0.822961,0.00003880005,0.0003779251,0.00008135665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991935,0.00002813697,0.000003764951,0.0001869849,0.0002630013,0.000105355,0.00003690995,0.000015344,0.0001670331],"genre_scores_gemma":[0.9996887,0.00005722469,0.000142174,0.00002611133,0.00003134845,0.000002669039,0.000009475518,7.306606e-7,0.00004155937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734799,"threshold_uncertainty_score":0.2394587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018181091547989,"score_gpt":0.2259773506104775,"score_spread":0.2157955396949976,"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."}}