{"id":"W4410580911","doi":"10.3390/bacteria4020026","title":"Unveiling the Hidden Allies in the Fight Against Antimicrobial Resistance—Medicinal Plant Endophytes","year":2025,"lang":"en","type":"article","venue":"Bacteria","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Universitas Airlangga","keywords":"Antimicrobial; Resistance (ecology); Biology; Antibiotic resistance; Traditional medicine; Biotechnology; Medicine; Microbiology; Ecology; Antibiotics","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":[0.0002666774,0.0001258582,0.0001556019,0.000009794247,0.0003048797,0.0001510357,0.0004153812,0.000057905,0.00009491098],"category_scores_gemma":[0.0000342127,0.00003409581,0.00007471046,0.0002772948,0.00009156876,0.00008642548,0.00006935462,0.0001663078,0.00001461117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001296969,"about_ca_system_score_gemma":0.00001415479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212522,"about_ca_topic_score_gemma":0.002531353,"domain_scores_codex":[0.9991229,0.00014214,0.0001879804,0.0002058547,0.00009733551,0.0002437821],"domain_scores_gemma":[0.9995113,0.0003147015,0.00006353711,0.00007298288,0.00002002606,0.00001744814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006046578,0.00007498165,0.001224168,0.00001573263,0.000009929394,0.0000192123,0.000166265,4.57064e-7,0.9752976,0.000566091,0.01784159,0.004723528],"study_design_scores_gemma":[0.0004838874,0.00006744783,0.3809777,0.0005548124,0.00003651558,0.0000146625,0.0009429244,0.00001199514,0.1866652,0.0006007077,0.429252,0.0003921809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816505,0.0001249718,6.403681e-7,0.01415535,0.0003410553,0.0002024054,0.00007392339,0.00002266049,0.0034285],"genre_scores_gemma":[0.995883,0.0001669243,0.0000220607,0.002987577,0.0003373151,0.00001431134,0.00005691448,6.428539e-7,0.0005312493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7886324,"threshold_uncertainty_score":0.2344919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026050915182788,"score_gpt":0.2050970514726045,"score_spread":0.1948365423207767,"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."}}