{"id":"W2592565341","doi":"10.1016/j.tim.2017.02.001","title":"Streptomyces Exploration: Competition, Volatile Communication and New Bacterial Behaviours","year":2017,"lang":"en","type":"review","venue":"Trends in Microbiology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Streptomyces; Biology; Hypha; Context (archaeology); Streptomycetaceae; Bacteria; Microbiology; Botany; Actinomycetales; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001969492,0.0003289292,0.001418424,0.0003604694,0.0001204728,0.00005411939,0.0002638052,0.0005243952,0.001304275],"category_scores_gemma":[0.00005738828,0.0002464818,0.0001657747,0.0001336716,0.0002396129,0.0001165082,0.0001533164,0.0004495831,0.00003136649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007728054,"about_ca_system_score_gemma":0.0001535492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004172,"about_ca_topic_score_gemma":0.0005191095,"domain_scores_codex":[0.9985336,0.0002048678,0.0005567001,0.0004568115,0.00003064282,0.0002173791],"domain_scores_gemma":[0.9986382,0.00006872905,0.0004372402,0.0007339154,0.00004738992,0.000074526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003086177,0.00005305436,0.00001991361,0.0007163796,0.00005799537,0.000007261345,0.00005454305,7.940414e-9,0.0006983653,0.00005661792,0.01070462,0.9876004],"study_design_scores_gemma":[0.0004616693,0.00009256429,0.00006914396,0.004017583,0.0004429578,0.0002738664,0.000005929987,1.37287e-7,0.00009756829,0.00001848275,0.994287,0.0002330897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005197037,0.9970257,0.000001097413,0.001043913,0.0003485045,0.0003326617,0.0002304269,0.00003321256,0.0004647742],"genre_scores_gemma":[0.000660759,0.9873108,0.0005927713,0.00003458002,0.0004036289,0.000004608039,0.007297287,0.00002855733,0.00366704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873673,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452093761456814,"score_gpt":0.3816765528470015,"score_spread":0.2364671767013201,"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."}}