{"id":"W7154146912","doi":"10.3126/fwr.v3i2.92808","title":"Antimicrobial Potential of Actinomycetes Isolated from Soil of Nepal","year":2025,"lang":"","type":"article","venue":"Far Western Review","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Tribhuvan University","keywords":"Antimicrobial; Salmonella typhi; Bacteria; Acinetobacter; Enterococcus faecium; Antibiotics; Antibiotic resistance; Salmonella","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004767476,0.0005036154,0.002342805,0.0001777368,0.00007038442,0.00002398816,0.0005103794,0.0003430353,0.001588061],"category_scores_gemma":[0.0003668507,0.0003984824,0.0007142894,0.000728463,0.0002792914,0.0001254874,0.0003182365,0.0004812593,0.0001048244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004639237,"about_ca_system_score_gemma":0.0003687744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006806867,"about_ca_topic_score_gemma":0.00003314189,"domain_scores_codex":[0.9963433,0.0003086549,0.00190531,0.0007110276,0.0002834867,0.0004482589],"domain_scores_gemma":[0.9972844,0.0001343731,0.001031884,0.0009510042,0.0004847948,0.0001135292],"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":[0.0005082838,0.0005066307,0.00264619,0.03608479,0.001017959,0.00003008318,0.00005434228,7.946806e-7,0.7927516,0.00001158524,0.008455837,0.157932],"study_design_scores_gemma":[0.002768378,0.0005037956,0.008781052,0.1678707,0.009951506,0.00005502169,0.00003825246,0.00006359192,0.6732786,0.0000211979,0.1359116,0.0007563541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4429733,0.5457504,0.00008798227,0.006806505,0.001843776,0.001552712,0.0005501325,0.0000305823,0.0004047053],"genre_scores_gemma":[0.7215344,0.2743474,0.0001789459,0.002075954,0.0003019294,7.69994e-7,0.00009782326,0.00002625554,0.001436613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2785611,"threshold_uncertainty_score":0.9998467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165865173412449,"score_gpt":0.2660644346767391,"score_spread":0.2544057829426146,"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."}}