{"id":"W7132924494","doi":"","title":"Uncovering ‘Cryptic’ Natural Products from Streptomyces Bacteria","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; University of Toronto","funders":"","keywords":"Antibiotics; Streptomyces; Bacteria; Candida albicans; Virulence; Streptomyces coelicolor; Yeast; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305819,0.0003548534,0.0002531791,0.0003921382,0.0001183698,0.0004752908,0.0001727481,0.0003311286,0.0006034701],"category_scores_gemma":[0.0001632477,0.0001657683,0.0002817127,0.000397609,0.0001999351,0.000349002,0.0002362806,0.0004923189,0.0004395079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084442,"about_ca_system_score_gemma":0.0002784618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855177,"about_ca_topic_score_gemma":0.0004511646,"domain_scores_codex":[0.9999206,0.000009622961,0.000006031965,0.00001730068,0.00002586913,0.00002054155],"domain_scores_gemma":[0.9999077,0.00001621906,0.0000281832,0.00001032409,0.00001174181,0.00002573354],"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":[0.0001713137,0.00005308712,0.001859075,0.0001621534,0.000008351438,0.0004765123,0.00006171736,0.0003426564,0.9828757,0.0005085199,0.0001781957,0.01330288],"study_design_scores_gemma":[0.00003562405,0.0007577273,0.02007998,0.00004358386,0.0000451667,0.001215124,0.0001918182,0.00161675,0.9545757,0.001171982,0.02024455,0.00002196315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797196,0.005311989,0.007468966,0.0004725892,0.00004918358,0.0000759751,0.001668271,0.0001794643,0.00505403],"genre_scores_gemma":[0.9762889,0.006045475,0.01246369,0.0002233952,0.00004797281,0.00003206882,0.002089965,0.00003647341,0.002772126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006034701,"threshold_uncertainty_score":0.002237916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503463457942203,"score_gpt":0.2847326225600897,"score_spread":0.2696979879806677,"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."}}