{"id":"W1991823828","doi":"10.1002/lite.201400074","title":"Portable FTIR analyzers for the rapid determination of total <i>trans</i> fat","year":2015,"lang":"en","type":"article","venue":"Lipid Technology","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Fourier transform infrared spectroscopy; Attenuated total reflection; Chemistry; Infrared; Infrared spectroscopy; Analytical Chemistry (journal); Chromatography; Organic chemistry; Optics; Physics","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":[0.00009823415,0.000112524,0.000230396,0.0002019407,0.00005722916,0.00000842385,0.0002805782,0.0002292545,0.0003021866],"category_scores_gemma":[0.0001963897,0.00008588482,0.00009958453,0.0007226055,0.000174703,0.00005272638,0.00003622923,0.0001371833,0.000003184876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004035046,"about_ca_system_score_gemma":0.00003332023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206327,"about_ca_topic_score_gemma":0.000006092494,"domain_scores_codex":[0.9992319,0.000003629886,0.0002272837,0.0001910822,0.0001217878,0.0002242948],"domain_scores_gemma":[0.99923,0.0001088713,0.0001390113,0.0003730531,0.0001140164,0.00003505261],"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":[0.0001167337,0.0002148921,0.00599564,0.0001428131,0.0002906564,0.000003552553,0.0001852528,0.00003554959,0.9197995,0.002843682,0.006098114,0.06427359],"study_design_scores_gemma":[0.0005200429,0.00008192485,0.00002520558,0.000004809913,0.0002128523,0.00001399171,0.0009191118,0.0008255556,0.9815178,0.0009817759,0.0147887,0.0001082183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809577,0.005323982,0.07462493,0.006331055,0.0005564031,0.0004467856,0.0001381854,0.000799901,0.03082105],"genre_scores_gemma":[0.9965903,0.00005682374,0.001896587,0.0000341736,0.000110925,0.00005501294,0.00001654343,0.00001406682,0.001225621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156325,"threshold_uncertainty_score":0.3502281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904722976397432,"score_gpt":0.2713424947822299,"score_spread":0.2522952650182556,"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."}}