{"id":"W2028977566","doi":"10.1002/lite.200800032","title":"Characterization of soapstock and deodorizer distillates of vegetable oils using gas chromatography","year":2008,"lang":"en","type":"article","venue":"Lipid Technology","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Ministry of Agriculture and Forestry; Agriculture Food and Rural Development; Natural Sciences and Engineering Research Council of Canada; University of Alberta","funders":"","keywords":"Gas chromatography; Chemistry; Chromatography; Derivatization; BSTFA; Distillation; Flame ionization detector; Vegetable oil; Squalene; Rapeseed; Mass spectrometry; Organic chemistry; Food science","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":[0.00002692128,0.0001508187,0.0003610697,0.00016257,0.00007030457,0.000003128756,0.0001530698,0.0003092564,0.0001514238],"category_scores_gemma":[0.00003215356,0.000149653,0.00009196168,0.0005183035,0.0007014544,0.00006116857,0.00007911603,0.0001340542,0.00000105936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007208587,"about_ca_system_score_gemma":0.00002054143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009661893,"about_ca_topic_score_gemma":4.232233e-7,"domain_scores_codex":[0.9991052,0.000004644146,0.0003427617,0.0002294017,0.0001084765,0.0002095222],"domain_scores_gemma":[0.9993318,0.00002474048,0.0002232717,0.0003023642,0.00007004826,0.00004777365],"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":[0.00001213467,0.00006221243,0.1143276,0.0002784656,0.00005868612,0.000003672704,0.00002960909,7.219937e-7,0.8843282,0.0007246702,0.000003299497,0.0001707237],"study_design_scores_gemma":[0.0002779067,0.00002336912,0.001307106,0.00008267589,0.00005013498,0.000103555,0.00003703764,0.0002223879,0.9967076,0.0007202507,0.0003321238,0.000135923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978802,0.0002014715,0.0004826847,0.0000401373,0.00002088619,0.00003233364,0.00002555705,0.0001063026,0.00121043],"genre_scores_gemma":[0.9986645,0.0001856444,0.001029616,0.000005249899,0.00003990906,0.00000461226,0.00002272501,0.00001586947,0.00003186243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130205,"threshold_uncertainty_score":0.6102672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966125186079444,"score_gpt":0.2061191796778614,"score_spread":0.1964579278170669,"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."}}