{"id":"W4417070039","doi":"10.58334/vrtc.jtst.n40.763","title":"NGHIÊN CỨU CHIẾT TÁCH ANTHOCYANINS TỪ RAU CỦ QUẢ VÀ ỨNG DỤNG LÀM CHẤT CHỈ THỊ TRONG MÀNG CHỈ THỊ pH CHO THỰC PHẨM","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học và Công nghệ nhiệt đới","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Cow dung; Nova scotia; Cote d ivoire","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.005802004,0.003319036,0.003578175,0.001076219,0.005171818,0.001399386,0.006834213,0.001502918,0.01364132],"category_scores_gemma":[0.00216584,0.003243674,0.001722937,0.005385134,0.005837111,0.002876709,0.009215676,0.005019708,0.007336623],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005450794,"about_ca_system_score_gemma":0.0009061717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665539,"about_ca_topic_score_gemma":0.001036213,"domain_scores_codex":[0.9758171,0.001537755,0.003650061,0.005617028,0.005650224,0.007727812],"domain_scores_gemma":[0.9894728,0.001506518,0.001298339,0.005474734,0.0002597814,0.00198781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002604564,0.007623812,0.1955677,0.004085707,0.005919235,0.001962645,0.0343048,0.01314649,0.08961348,0.008787096,0.2052018,0.4311827],"study_design_scores_gemma":[0.01716221,0.002203368,0.4875645,0.004726223,0.001447934,0.0002098803,0.01503848,0.03316579,0.03768044,0.004885925,0.3863952,0.009520087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4018257,0.02156875,0.003310512,0.01320356,0.01239206,0.01177332,0.001029094,0.001490702,0.5334063],"genre_scores_gemma":[0.9383405,0.0174448,0.001563022,0.001838404,0.00256656,0.0006580353,0.0001169272,0.0004525791,0.03701919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5365148,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127200228621415,"score_gpt":0.3091443668729763,"score_spread":0.2978723645867621,"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."}}