{"id":"W2006423707","doi":"10.1016/j.aca.2013.10.019","title":"Assessment of the oxidative stability of lubricant oil using fiber-coupled fluorescence excitation–emission matrix spectroscopy","year":2013,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Queen's University; Gastops (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Chemistry; Lubricant; Fluorescence; Fluorescence spectroscopy; Antioxidant; Analytical Chemistry (journal); Spectroscopy; Matrix (chemical analysis); Fluorescence spectrometry; Photochemistry; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005542852,0.0004454725,0.0001822639,0.0004038999,0.000360643,0.0003458744,0.0003339126,0.0005061002,0.0005969293],"category_scores_gemma":[0.0008880308,0.0001654443,0.000285328,0.0003380012,0.0003633182,0.0004306983,0.0003834034,0.0004445979,0.0001635333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326723,"about_ca_system_score_gemma":0.0003795861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003281936,"about_ca_topic_score_gemma":0.004883628,"domain_scores_codex":[0.9995158,0.00008133695,0.00002201952,0.0001070142,0.000211785,0.00006205186],"domain_scores_gemma":[0.9996462,0.0000833752,0.00007471411,0.00002145852,0.0001467925,0.00002748652],"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":[0.0001139199,0.0000134892,0.0007038696,0.00002091049,0.000008257714,0.00001552435,0.0000430244,0.00008597191,0.9965901,0.00006277255,0.00001164004,0.002330369],"study_design_scores_gemma":[0.000001735067,0.00009552071,0.001846425,0.000002148597,0.00001080619,0.00003661367,0.00002674159,0.001592714,0.996051,0.00002372353,0.0003070862,0.000005454393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751616,0.001009432,0.02273821,0.00005426829,0.00001858313,0.00003351194,0.0001682673,0.0000665605,0.0007495409],"genre_scores_gemma":[0.9809656,0.0007965213,0.01680439,0.00002826463,0.000008110906,0.00002426934,0.000206317,0.0000166834,0.00114987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003281936,"threshold_uncertainty_score":0.006525695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997491150014753,"score_gpt":0.3097791111178937,"score_spread":0.2898041996177462,"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."}}