{"id":"W2564833305","doi":"10.7554/elife.21738","title":"Streptomyces exploration is triggered by fungal interactions and volatile signals","year":2017,"lang":"en","type":"article","venue":"eLife","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"U.S. National Library of Medicine; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Government of Ontario","keywords":"Streptomyces; Hypha; Biology; Spore; Bacteria; Botany; Microbiology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009097711,0.00007819284,0.0001438607,0.00003058223,0.0002464409,0.00009673314,0.00005281519,0.00004142334,0.0005745345],"category_scores_gemma":[0.0002289197,0.0000571591,0.00003378446,0.00002225352,0.00004526974,0.0003270332,0.00003027076,0.00009789117,0.00005094899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057309,"about_ca_system_score_gemma":0.00002059512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007724122,"about_ca_topic_score_gemma":0.00001487685,"domain_scores_codex":[0.9994832,0.00001334556,0.0001312044,0.0001781868,0.0001053652,0.00008866878],"domain_scores_gemma":[0.9994882,0.00002657561,0.0001030221,0.0002363741,0.00007779631,0.0000680672],"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":[0.000102682,0.00005794167,0.002221806,0.00003012823,0.00005292123,0.000003656706,0.0002377573,3.84473e-8,0.7223435,0.00001184618,0.2550069,0.01993081],"study_design_scores_gemma":[0.0004942366,0.00009425628,0.004945829,0.00008534545,0.00007350969,0.00001343965,0.0001285853,0.0001102311,0.8482127,0.00003015864,0.1457014,0.0001102794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983638,0.0006323134,0.00001616906,0.01404877,0.0001966263,0.0001827591,0.00005088634,0.00003068391,0.001203828],"genre_scores_gemma":[0.9922643,0.0001800695,0.0001720701,0.0005474386,0.0003086483,0.000001242539,0.00001849965,0.000007401729,0.006500283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258692,"threshold_uncertainty_score":0.629075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569504356764752,"score_gpt":0.3092854204286475,"score_spread":0.273590376861,"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."}}