{"id":"W2134336978","doi":"10.5539/mas.v5n2p124","title":"Improvement of an Isolation Medium for Actinomycetes","year":2011,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Isolation (microbiology); 16S ribosomal RNA; Biology; Micromonospora; Phylogenetic tree; genomic DNA; DNA extraction; Genetic diversity; Microbiology; DNA; Polymerase chain reaction; Genetics; Bacteria; Gene; Streptomyces; Medicine; Population","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":[0.0003846616,0.00006499168,0.0001161833,0.00006918293,0.00008130773,0.000008103026,0.0001437741,0.00003039435,0.00003816786],"category_scores_gemma":[0.00004230771,0.00004586327,0.00002307957,0.0001439691,0.0001818116,0.000105356,0.00003223826,0.00004169626,0.000002246026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002465598,"about_ca_system_score_gemma":0.0000895355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001785724,"about_ca_topic_score_gemma":0.000002979696,"domain_scores_codex":[0.9992512,0.000001574413,0.0001372878,0.0002671401,0.0001740602,0.0001687514],"domain_scores_gemma":[0.9995085,0.00001070046,0.00007502175,0.0002213201,0.0001125107,0.0000719762],"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":[0.000131819,0.00007049787,0.0000303806,0.00002748329,0.000002943889,9.578945e-8,0.0004521686,2.337128e-7,0.9523363,0.0002676116,0.00001514333,0.04666535],"study_design_scores_gemma":[0.0002541507,0.0002340624,0.001759676,0.000007028476,0.00001796817,0.000001491421,0.0000622408,0.004040447,0.9921833,0.001290218,0.000090801,0.00005866899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869642,0.00001320797,0.008773739,0.000184039,0.0000913627,0.0006367635,0.000005395635,0.00002659873,0.003304731],"genre_scores_gemma":[0.9813808,0.000001588778,0.01831953,0.0001446193,0.00005950035,0.000003926366,0.000002653139,0.000005289903,0.00008214078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660668,"threshold_uncertainty_score":0.187025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437687551058444,"score_gpt":0.2610578189236572,"score_spread":0.2266809434130728,"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."}}