{"id":"W4205965180","doi":"10.3390/antibiotics11010108","title":"Nanoparticles—Attractive Carriers of Antimicrobial Essential Oils","year":2022,"lang":"en","type":"review","venue":"Antibiotics","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Antimicrobial; Nanocarriers; Antibiotic resistance; Antifungal; Antibiotics; Chemistry; Microbiology; Nanotechnology; Biology; Materials science; Nanoparticle","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002201867,0.0003999082,0.001392366,0.00003279496,0.0003445023,0.00006609176,0.0005210017,0.000278835,0.001161332],"category_scores_gemma":[0.00005429712,0.0001748984,0.0008165711,0.0006450659,0.0001914161,0.0001239161,0.000311972,0.0004629769,0.00003406138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000373503,"about_ca_system_score_gemma":0.00008550583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003517214,"about_ca_topic_score_gemma":0.0001122713,"domain_scores_codex":[0.9978929,0.0002502464,0.0006238128,0.0005182276,0.0002763669,0.0004384143],"domain_scores_gemma":[0.9986965,0.0003481281,0.000665643,0.0001291065,0.00005048473,0.0001101296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001162068,0.0003604316,0.000007522909,0.001960614,0.0001431046,0.00003298006,0.0000277066,7.830176e-7,0.2043795,0.00008600171,0.0008041985,0.7921855],"study_design_scores_gemma":[0.0000710258,0.0001188372,0.000008175506,0.001034984,0.0005607489,0.00003681607,0.0000348338,8.972763e-7,0.07444786,0.000009003472,0.9232116,0.0004652518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07937916,0.9149764,0.00000321929,0.0001061675,0.001668703,0.0008413238,0.001974162,0.0001125074,0.000938314],"genre_scores_gemma":[0.02425631,0.9748151,0.00006102871,0.00003714585,0.000358379,7.310466e-7,0.0003563007,0.000006286477,0.0001087488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9224074,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097286753197148,"score_gpt":0.2805273291440067,"score_spread":0.2395544616120352,"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."}}