{"id":"W7124829208","doi":"10.71254/pkgs8z12","title":"KHẢO SÁT KHẢ NĂNG TRÍCH LY HỢP CHẤT PHENOLIC TRONG LÁ ĐINH LĂNG (Polyscias fruticosa L.) BẰNG NHIỆT VÀ CÓ HỖ TRỢ VI SÓNG","year":2025,"lang":"","type":"article","venue":"Tạp chí Điện tử về Nông nghiệp và Môi trường","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Extraction (chemistry); Nova scotia; Qualitative analysis","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007530435,0.003540954,0.004261806,0.003063865,0.00583981,0.001373733,0.004396104,0.004946535,0.01396251],"category_scores_gemma":[0.001171275,0.003911275,0.002283525,0.005333467,0.002510884,0.001631629,0.00246497,0.01411225,0.003512748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371786,"about_ca_system_score_gemma":0.003455732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000815894,"about_ca_topic_score_gemma":0.0004389792,"domain_scores_codex":[0.9743403,0.005412621,0.004598506,0.004549623,0.002482965,0.008616051],"domain_scores_gemma":[0.9859807,0.005603305,0.001436261,0.003123229,0.0009447133,0.00291175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01117367,0.01391186,0.06254616,0.009481731,0.0190962,0.004357793,0.03711725,0.006193046,0.3327996,0.02948069,0.1072896,0.3665523],"study_design_scores_gemma":[0.04462796,0.002214625,0.02217068,0.003879751,0.01082749,0.0007061961,0.01256044,0.1247382,0.2352267,0.009773238,0.5223012,0.01097349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743618,0.05240299,0.001282342,0.01544735,0.0174216,0.006243749,0.0009293162,0.001522324,0.1303885],"genre_scores_gemma":[0.9483438,0.008268178,0.0005245473,0.006478595,0.004150892,0.0007002455,0.0003375217,0.0005615334,0.03063472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4150116,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133750844850067,"score_gpt":0.503327497245326,"score_spread":0.3695766523952591,"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."}}