{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127315,0.00004817481,0.00006518421,0.000006843808,0.00008145349,0.0000157475,0.0001771377,0.00003764594,0.00001915905],"category_scores_gemma":[0.00005605754,0.00001541222,0.00002497173,0.0003837603,0.000153024,0.00006510534,0.0001502254,0.00005851976,0.000007536801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002275859,"about_ca_system_score_gemma":0.000006584299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643099,"about_ca_topic_score_gemma":0.00002602748,"domain_scores_codex":[0.999428,0.00001151181,0.00008123686,0.0001997098,0.0001261578,0.0001533958],"domain_scores_gemma":[0.9998239,0.00001990775,0.00003700554,0.00004373656,0.00002798169,0.0000474216],"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":[0.00001362141,0.000008960483,0.0110042,0.000001852009,4.111411e-7,1.987232e-8,0.00001675728,3.178251e-7,0.966589,0.00004448439,0.000005490991,0.02231492],"study_design_scores_gemma":[0.00003081777,0.00004645612,0.3849995,0.000007823191,8.878889e-7,0.000003283423,0.00001814381,0.0006073736,0.6141035,0.00004049633,0.0001046313,0.00003708283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979944,0.00002272728,0.000005126533,0.001134337,0.0001752394,0.0001823651,0.000001619978,0.00001023588,0.0004739078],"genre_scores_gemma":[0.999635,0.000002098166,0.0001128432,0.0001525437,0.00003744918,0.000001107593,9.398757e-7,1.90487e-7,0.00005777161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3739953,"threshold_uncertainty_score":0.06284919,"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."}}