{"id":"W2089026600","doi":"10.1366/000370209788346995","title":"A Novel Wire Mesh “Cell” for Studying Lipid Oxidative Processes by Fourier Transform Infrared Spectroscopy","year":2009,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Infrared spectroscopy; Infrared; Fourier transform infrared spectroscopy; Oxidative phosphorylation; Chemistry; Spectroscopy; Analytical Chemistry (journal); Surface tension; X-ray photoelectron spectroscopy; Materials science; Chemical engineering; Optics; Organic chemistry; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003010877,0.0006004583,0.0007872302,0.0001219616,0.0004769879,0.0002103872,0.0005826203,0.000281848,0.0006171148],"category_scores_gemma":[0.00005675079,0.0005971461,0.0002570268,0.0006868088,0.0001227224,0.0002715841,0.00003082124,0.0004799662,0.00003257021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990657,"about_ca_system_score_gemma":0.0002214675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002165054,"about_ca_topic_score_gemma":0.00003025388,"domain_scores_codex":[0.9967901,0.00001130372,0.0006855406,0.0009459174,0.0005899927,0.0009772032],"domain_scores_gemma":[0.9984823,0.0002452673,0.0003082373,0.0005813998,0.0001349691,0.0002477657],"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":[0.0004008391,0.0008693671,0.00003514943,0.0008126131,0.0001736318,0.000001641988,0.001787046,0.000007146736,0.9830369,0.001984725,0.01030049,0.0005904395],"study_design_scores_gemma":[0.002713861,0.0002209142,0.000003184036,0.0001036795,0.0002532939,0.000002130153,0.002338228,0.0001616142,0.9781634,0.007199856,0.008141575,0.0006982611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3145349,0.001563499,0.2840007,0.002430317,0.0001639746,0.001722394,0.0008920966,0.001129217,0.3935629],"genre_scores_gemma":[0.8643048,0.001564275,0.1173192,0.002238901,0.001872528,0.0008758631,0.001024606,0.0002205096,0.01057939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5497699,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528909946571491,"score_gpt":0.2700151034616644,"score_spread":0.2547260039959495,"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."}}