{"id":"W2418805578","doi":"10.1093/jaoac/90.2.446","title":"Improved Determination of Isolated trans Isomers in Edible Oils by Fourier Transform Infrared Spectroscopy Using Spectral Reconstitution","year":2007,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fourier transform infrared spectroscopy; Infrared; Fourier transform; Spectroscopy; Fourier transform spectroscopy; Infrared spectroscopy; Analytical Chemistry (journal); Chemistry; Infrared spectroscopy correlation table; Materials science; Chromatography; Organic chemistry; Mathematics; Physics; Optics","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":[0.001450548,0.001053108,0.0005014577,0.000818024,0.0001824216,0.0006648796,0.0007286356,0.0005901224,0.0006074914],"category_scores_gemma":[0.001879237,0.000482152,0.0005524281,0.0007065873,0.0005695099,0.0009931243,0.0007323994,0.001201898,0.0005561469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626416,"about_ca_system_score_gemma":0.0005259169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105927,"about_ca_topic_score_gemma":0.00219317,"domain_scores_codex":[0.9986054,0.0002561684,0.0000871924,0.0003820535,0.0006025963,0.0000666154],"domain_scores_gemma":[0.999161,0.0002313518,0.0001731119,0.00008933523,0.0003185663,0.00002667549],"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":[0.00003745468,0.0000135664,0.0002021449,0.0000448108,0.000006360737,0.00001686819,0.00002218452,0.0001479249,0.992892,0.00009713206,0.00001679178,0.006502769],"study_design_scores_gemma":[0.000002842258,0.00006163214,0.0005063073,0.000005891587,0.00001126804,0.00009162526,0.00001431774,0.002200747,0.9964353,0.00003543714,0.0006251778,0.000009444333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3982774,0.003396749,0.5936505,0.0001897673,0.0001101217,0.0002224286,0.0006202735,0.001309392,0.002223406],"genre_scores_gemma":[0.4365734,0.003673735,0.555017,0.0001734384,0.00003944437,0.0001802169,0.0007014502,0.0001921227,0.003449213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001450548,"threshold_uncertainty_score":0.007671356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235940287220174,"score_gpt":0.2950413975801756,"score_spread":0.2826819947079739,"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."}}