{"id":"W4415616559","doi":"10.56283/1859-0381/974","title":"<span>GIẢI NOBEL SINH LÝ HỌC HOẶC Y HỌC 2025: TIẾP CẬN DINH DƯỠNG TRONG Y HỌC DỰ PHÒNG</span>","year":2025,"lang":"","type":"article","venue":"Tạp chí Dinh dưỡng và Thực phẩm","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Central asia; South asia; Nova scotia","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":[0.00498397,0.003765601,0.003994496,0.001198323,0.005341054,0.001629924,0.007436835,0.001626834,0.0183168],"category_scores_gemma":[0.002643164,0.003729944,0.002016851,0.006091544,0.006713217,0.002946908,0.01164605,0.00389948,0.01003346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00587286,"about_ca_system_score_gemma":0.0009202949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006608978,"about_ca_topic_score_gemma":0.0009112191,"domain_scores_codex":[0.973805,0.001468371,0.003960632,0.006227263,0.006347358,0.008191406],"domain_scores_gemma":[0.9879564,0.001734002,0.001410662,0.006043049,0.0003795956,0.002476269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002295495,0.006264649,0.06669401,0.002499186,0.00411703,0.001315148,0.008849789,0.008471944,0.1145014,0.008017087,0.5712662,0.2057081],"study_design_scores_gemma":[0.01514262,0.002633852,0.1524077,0.00428056,0.002044454,0.0001413222,0.003784414,0.0361168,0.03199045,0.006402294,0.7358043,0.00925127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3758726,0.02898485,0.00517296,0.02028613,0.01358292,0.01108744,0.001873545,0.001642307,0.5414972],"genre_scores_gemma":[0.8890665,0.01399571,0.001642593,0.00195384,0.001846608,0.0009045225,0.00013981,0.0004625839,0.08998784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5131938,"threshold_uncertainty_score":0.9996693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820726695310312,"score_gpt":0.3009626402555124,"score_spread":0.2827553733024093,"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."}}