{"id":"W2946121963","doi":"10.1039/c9sc01375j","title":"A natural solution to photoprotection and isolation of the potent polyene antibiotic, marinomycin A","year":2019,"lang":"en","type":"article","venue":"Chemical Science","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"China Scholarship Council; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; British Society for Antimicrobial Chemotherapy; European Commission; Medical Research Council; Royal Society","keywords":"Photoprotection; Polyene; Chemistry; Sporopollenin; Antibiotics; Isolation (microbiology); Microbiology; Biology; Botany; Biochemistry; Pollen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185533,0.0004346912,0.0001392462,0.0001987053,0.000206021,0.0002047895,0.0001530074,0.0002762856,0.00165537],"category_scores_gemma":[0.0001396165,0.00011513,0.0001744214,0.0001322337,0.0002566634,0.0001979123,0.0002050499,0.0006275256,0.0004588897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543117,"about_ca_system_score_gemma":0.0002452965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978206,"about_ca_topic_score_gemma":0.0006413981,"domain_scores_codex":[0.9998963,0.00001833713,0.000008320583,0.00003615455,0.00002707536,0.00001379786],"domain_scores_gemma":[0.9998713,0.00002834411,0.00004156254,0.0000184578,0.00001479402,0.00002551054],"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":[0.000008698346,0.000007086687,0.00003001446,0.00001847852,0.000001758501,0.0000077513,0.000003069242,0.00001252641,0.9987044,0.00004487925,0.00001942212,0.001141827],"study_design_scores_gemma":[0.000002473982,0.00006643365,0.0004313081,0.000002651279,0.000003188904,0.00007842832,0.000004826024,0.0001144778,0.9971021,0.00001827157,0.002174441,0.000001366647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403188,0.005684278,0.04779927,0.000343593,0.0001318556,0.0001352089,0.0004890734,0.0002298811,0.004868024],"genre_scores_gemma":[0.9545255,0.003017394,0.03461828,0.0002381695,0.00005133739,0.0001027888,0.0008877084,0.00005318178,0.006505692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00165537,"threshold_uncertainty_score":0.005537748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005627327533106512,"score_gpt":0.1839482998170504,"score_spread":0.1783209722839438,"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."}}