{"id":"W2917803946","doi":"10.5539/jfr.v8n2p48","title":"A New Spectrophometric Method For The Analysis Of Fructose, Glucose And Sucrose, Using 2-Thiobarbituric Acid And Zero-Valent Iron Powder (ZVIP)","year":2019,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Libanaise","keywords":"Fructose; Sucrose; Chemistry; Thiobarbituric acid; Detection limit; Aqueous solution; Chromatography; Calibration curve; Carbohydrate; Organic chemistry; Antioxidant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261182,0.0001327419,0.0004577861,0.001051386,0.00007137992,0.0000687469,0.0002016958,0.0001049828,0.00002765485],"category_scores_gemma":[0.000204608,0.00008322921,0.0001954873,0.002184716,0.000050157,0.00008442915,0.00006003178,0.0005541645,6.54395e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009259539,"about_ca_system_score_gemma":0.00004644394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000373578,"about_ca_topic_score_gemma":0.00001083962,"domain_scores_codex":[0.9983828,0.00009249587,0.0004014757,0.0001544174,0.000575032,0.000393752],"domain_scores_gemma":[0.9984744,0.000801677,0.0001141224,0.0001818837,0.0002571213,0.0001708579],"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":[0.000151645,0.00002416302,0.000661161,0.000114295,0.0008683691,0.000002878955,0.0001329641,0.001244139,0.9891739,0.00006526173,0.0002424559,0.007318791],"study_design_scores_gemma":[0.001058849,0.001062479,0.008452169,0.0000453271,0.0005977488,0.00008324261,0.0001097742,0.02584452,0.9614683,0.0006535453,0.0004603797,0.0001636472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778324,0.01792974,0.003754888,0.0001378712,0.00005861954,0.0002199378,0.000007163791,0.000005706113,0.00005363486],"genre_scores_gemma":[0.9852413,0.002225304,0.01232473,0.000009497491,0.0001082253,7.591016e-7,5.733182e-7,0.00002028116,0.00006935798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02770556,"threshold_uncertainty_score":0.3393989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353958681758692,"score_gpt":0.328349380214458,"score_spread":0.2948097933968711,"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."}}