{"id":"W2897187557","doi":"10.1007/978-1-4939-8728-3_6","title":"Quantification of Vitamin B12-Related Proteins in Marine Microbial Systems Using Selected Reaction Monitoring Mass Spectrometry","year":2018,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mass spectrometry; Computational biology; Vitamin B12; Chemistry; Proteomics; Selected reaction monitoring; Biology; Chromatography; Biochemistry; Environmental chemistry; Tandem mass spectrometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004649989,0.0005469264,0.0003922789,0.0006770768,0.0003221376,0.0006003578,0.0003134195,0.0005273942,0.0003165917],"category_scores_gemma":[0.0005118345,0.0002180669,0.0002996063,0.0005125209,0.0003593613,0.0004028357,0.0003639392,0.0004326057,0.0002218646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422983,"about_ca_system_score_gemma":0.0003046226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446843,"about_ca_topic_score_gemma":0.00169571,"domain_scores_codex":[0.9994467,0.00008123071,0.00002910647,0.0001773953,0.0002302939,0.00003530263],"domain_scores_gemma":[0.9997781,0.00005690839,0.00006080939,0.00001698896,0.00006182287,0.0000253461],"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":[0.0001325131,0.00001093069,0.0007669902,0.00004754269,0.00001777767,0.00001552474,0.00001855621,0.00008508426,0.9955028,0.00003210962,0.00003272267,0.003337488],"study_design_scores_gemma":[0.00001072583,0.0001405509,0.005289274,0.000007132944,0.00002990946,0.0001059511,0.00002906207,0.002672619,0.9906019,0.00007145972,0.001027548,0.00001385667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9587137,0.005458195,0.03273702,0.0002100828,0.00005927069,0.00008040108,0.001129584,0.0004231685,0.001188484],"genre_scores_gemma":[0.9336211,0.003544896,0.05999092,0.000149452,0.00003752106,0.000110348,0.0008155843,0.00004656036,0.001683579],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001446843,"threshold_uncertainty_score":0.003068984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460713548546498,"score_gpt":0.3770658117235008,"score_spread":0.3524586762380358,"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."}}