{"id":"W2732171790","doi":"10.1007/978-1-4939-6996-8_2","title":"Lipid Extraction Techniques for Stable Isotope Analysis and Ecological Assays","year":2017,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McGill University","funders":"","keywords":"Stable isotope ratio; Isotope; Extraction (chemistry); Isotopes of carbon; Isotope analysis; Chemistry; Distillation; Polar; δ13C; Environmental chemistry; Lipid metabolism; Chromatography; Ecology; Biochemistry; Biology; Total organic carbon","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":[0.001503299,0.001631338,0.001127469,0.003139175,0.001458038,0.001079317,0.001486156,0.000931171,0.007069229],"category_scores_gemma":[0.002114048,0.001063841,0.0009226292,0.002458862,0.000825707,0.001289896,0.00127928,0.002684927,0.009372284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707627,"about_ca_system_score_gemma":0.001155055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177812,"about_ca_topic_score_gemma":0.003871786,"domain_scores_codex":[0.9986405,0.000216147,0.0001624773,0.0002889452,0.0005298562,0.0001620687],"domain_scores_gemma":[0.9987594,0.0002819972,0.00009958488,0.0004763573,0.0003293371,0.00005342899],"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":[0.0001060921,0.0000817579,0.0004082844,0.0001608341,0.00002224748,0.0000986023,0.00005443934,0.0001170881,0.9676252,0.00158788,0.001164401,0.02857316],"study_design_scores_gemma":[0.00003355689,0.0001645593,0.002680751,0.00005184957,0.00005728266,0.0004707101,0.00004373773,0.001242501,0.9420136,0.002594515,0.05060733,0.00003952083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02424662,0.004756686,0.9525425,0.000454098,0.0006123444,0.001084761,0.004934197,0.001918948,0.009449917],"genre_scores_gemma":[0.07731616,0.01017177,0.8647475,0.0006340534,0.000309752,0.002980239,0.01503331,0.001521712,0.02728547],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007069229,"threshold_uncertainty_score":0.02364892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235670663413494,"score_gpt":0.4024032897484545,"score_spread":0.378836223407105,"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."}}