{"id":"W4409901073","doi":"10.17504/protocols.io.ewov1d8kkvr2/v1","title":"Liquid Chromatography/Mass Spectrometry (LC/MS) based Untargeted Metabolite Analysis ofHydrolysate v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Chromatography; Mass spectrometry; Metabolite; Chemistry; Liquid chromatography–mass spectrometry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115483,0.001670502,0.001013357,0.0009450507,0.0006836255,0.001057908,0.000915026,0.0008072508,0.004863737],"category_scores_gemma":[0.0007662186,0.0006573009,0.0008854492,0.0008750116,0.0005071177,0.0008607325,0.0008792756,0.001896093,0.006081542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697175,"about_ca_system_score_gemma":0.001498072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007266378,"about_ca_topic_score_gemma":0.001377748,"domain_scores_codex":[0.9988508,0.0001314402,0.0001072129,0.0003448737,0.0004266596,0.0001390117],"domain_scores_gemma":[0.9994862,0.00008951785,0.00006591529,0.0001772048,0.0001424756,0.0000386992],"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":[0.00009904717,0.00004008392,0.00008416108,0.00008404157,0.00001502777,0.00005716508,0.00001763439,0.00010307,0.9939447,0.0001740203,0.0005127596,0.004868253],"study_design_scores_gemma":[0.00002407515,0.0001538103,0.0009708984,0.00001292071,0.00001793908,0.0002028527,0.00001149206,0.0009683042,0.9809282,0.000224967,0.01645612,0.00002838692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1954375,0.005224369,0.73592,0.0004678677,0.0004682721,0.00608236,0.03475281,0.01102999,0.01061691],"genre_scores_gemma":[0.1642002,0.007385531,0.7149659,0.0009692916,0.0001796615,0.01251304,0.06888347,0.003206597,0.02769645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004863737,"threshold_uncertainty_score":0.01627082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007949803291536849,"score_gpt":0.2479110458636188,"score_spread":0.2399612425720819,"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."}}