{"id":"W4411698170","doi":"10.18280/ijdne.200507","title":"Antimicrobial and Anti-Biofilm Effects of Essential Oils on Hypermucoviscous Klebsiella pneumoniae","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Baghdad","keywords":"Klebsiella pneumoniae; Antimicrobial; Biofilm; Microbiology; Biology; Bacteria; Escherichia coli","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001871681,0.0001409897,0.0002774192,0.00007505084,0.00007453438,0.00009345312,0.0002464814,0.0001892825,0.000006989076],"category_scores_gemma":[0.00008147204,0.00006696356,0.0001115582,0.000128018,0.00008488698,0.0001556984,0.00007237599,0.0003503027,5.788207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001846674,"about_ca_system_score_gemma":0.00002504445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000230722,"about_ca_topic_score_gemma":0.0000214209,"domain_scores_codex":[0.9991465,0.00006354698,0.0002963383,0.0001673738,0.0001906302,0.0001356475],"domain_scores_gemma":[0.999037,0.0004001697,0.0002711184,0.0000301917,0.0002091059,0.00005243281],"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":[0.0001697184,0.0001937533,0.001095984,0.00003339041,0.000117422,0.0000671263,0.00002011735,0.00005068016,0.9780971,0.0007352034,0.0002883366,0.01913112],"study_design_scores_gemma":[0.001252301,0.0005339771,0.0308407,0.0008384042,0.0001489139,0.0003269565,0.00002952174,0.0009088548,0.962225,0.001540394,0.001019799,0.0003352304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959093,0.0003526642,0.0004347551,0.001975508,0.00107418,0.0000837656,0.00002824906,0.000006500208,0.0001351273],"genre_scores_gemma":[0.9976805,0.001285972,0.00027849,0.0004479238,0.0002457832,3.705659e-7,0.000006962155,0.000001397398,0.00005258424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02974472,"threshold_uncertainty_score":0.2730694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004628881948887087,"score_gpt":0.2251729615463774,"score_spread":0.2205440795974904,"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."}}