{"id":"W2098903263","doi":"10.1139/w03-107","title":"Genetic and phenotypic traits of streptomycetes used to characterize antibiotic activities of field-collected microbes","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Biology; Antibiotic resistance; Phenotype; Streptomyces; Genetics; Phenotypic trait; Antibiotics; 16S ribosomal RNA; Microbial ecology; Genetic variation; Microbial genetics; Microbiology; Biotechnology; Bacteria; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216174,0.0004476293,0.0004322055,0.001073364,0.0004053111,0.0004849589,0.0002501357,0.0002627,0.0004279526],"category_scores_gemma":[0.001085816,0.0001590144,0.000270717,0.001033943,0.0002102869,0.0001923104,0.0002709703,0.0003186016,0.0001937582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826378,"about_ca_system_score_gemma":0.0003305786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005333268,"about_ca_topic_score_gemma":0.009534735,"domain_scores_codex":[0.9992094,0.0001774668,0.00009806709,0.0002051629,0.0002237882,0.00008609713],"domain_scores_gemma":[0.9992087,0.0001566887,0.0002161692,0.0001001577,0.0002007422,0.0001175036],"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":[0.000350065,0.0003509306,0.07369172,0.00005652298,0.00004803956,0.00009567876,0.0003341927,0.0001693446,0.9186109,0.00005562736,0.00004259911,0.006194252],"study_design_scores_gemma":[0.00002595363,0.001473474,0.8461751,0.00001538017,0.00008845759,0.0009578096,0.0006388534,0.0008730013,0.1485864,0.00007224795,0.001065818,0.00002756917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976335,0.00009997495,0.00111768,0.000005319921,0.000003119089,0.00006051529,0.0006995997,0.00001024713,0.0003700727],"genre_scores_gemma":[0.9883783,0.0001980609,0.00704348,0.00001794065,0.000007506599,0.0001142006,0.003542164,0.00001713163,0.0006811314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005333268,"threshold_uncertainty_score":0.01060444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052574558990422,"score_gpt":0.1841458705627381,"score_spread":0.1736201249728339,"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."}}