{"id":"W3133776788","doi":"10.3390/app9061230","title":"Native Nanodiscs and the Convergence of Lipidomics, Metabolomics, Interactomics and Proteomics","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lipidomics; Chemistry; Lipid bilayer; Nanodisc; Proteomics; Metabolomics; Biophysics; Biochemistry; Computational biology; Membrane; Biology; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.000645112,0.0001157091,0.0002419659,0.00003924292,0.0001145361,0.00003091379,0.0002181082,0.00004744641,0.000006956166],"category_scores_gemma":[0.000083645,0.00007249825,0.00003406359,0.0001140076,0.001227145,0.000005958978,0.0002956093,0.00006462176,0.000001982412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003231301,"about_ca_system_score_gemma":0.00004483854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741627,"about_ca_topic_score_gemma":0.00001502989,"domain_scores_codex":[0.9992104,0.00003066859,0.0001872447,0.0003178795,0.0001007459,0.0001530271],"domain_scores_gemma":[0.9995474,0.00006827345,0.000154165,0.0001587808,0.00004194702,0.00002947781],"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":[0.0002344241,0.00001784821,0.005181188,0.0000206182,0.0000867487,5.143635e-8,0.0004575048,0.00001245593,0.8521258,0.1411399,0.0001122771,0.0006111382],"study_design_scores_gemma":[0.002773588,0.0002663833,0.003080409,0.00001204317,0.00005901455,0.000009897807,0.003400503,0.0008252243,0.9704433,0.01002426,0.008744054,0.0003613397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938207,0.001876504,0.0002557722,0.0002494384,0.000178047,0.000394899,0.00001042074,0.000002864807,0.003211342],"genre_scores_gemma":[0.9942294,0.002668737,0.002702591,0.0001988948,0.00003917051,0.00001833919,0.000002531672,0.000005375703,0.0001348984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311157,"threshold_uncertainty_score":0.4521466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005985124535624686,"score_gpt":0.2243014038191078,"score_spread":0.2183162792834832,"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."}}