{"id":"W2954584004","doi":"10.1039/c9np90023c","title":"New methods for isolation and structure determination of natural products","year":2019,"lang":"en","type":"editorial","venue":"Natural Product Reports","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"","keywords":"Isolation (microbiology); Natural (archaeology); Natural product; Computational biology; Chemistry; Biology; Stereochemistry; Bioinformatics; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005855802,0.0003585508,0.0005783016,0.0001263243,0.00006819067,0.00003538176,0.0001303336,0.0004835981,0.000002653664],"category_scores_gemma":[0.006473164,0.0002963709,0.0001232253,0.0001398206,0.00005035806,0.00001249087,0.0001659527,0.0004040023,1.051943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948778,"about_ca_system_score_gemma":0.0003852175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002207453,"about_ca_topic_score_gemma":0.00001553552,"domain_scores_codex":[0.9978135,0.00007009955,0.0005395067,0.001046691,0.0002802547,0.0002499325],"domain_scores_gemma":[0.9973962,0.00008582384,0.0008982506,0.0006340724,0.0009473515,0.00003835277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001003674,0.000007344846,0.00003097854,0.0003640377,0.0000978331,9.900544e-7,0.00002101638,4.452081e-7,0.5883271,0.00000872462,0.3694793,0.04156194],"study_design_scores_gemma":[0.0002507837,0.0001707522,0.0001773701,0.00002569571,0.0001386342,0.00003392656,0.000003726965,0.00001809785,0.3476385,0.000458582,0.6507775,0.0003064107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01200682,0.05959092,0.002480712,0.0002293713,0.9237559,0.001785342,0.00007960149,0.00001896177,0.000052331],"genre_scores_gemma":[0.09678474,0.001052908,0.2705608,0.00002054168,0.6157467,0.00002763028,0.003747645,0.00009534029,0.01196364],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3080092,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00580332278885264,"score_gpt":0.3125567381094853,"score_spread":0.3067534153206327,"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."}}