{"id":"W7000894311","doi":"","title":"HÀM LƯỢNG ZN, CU, PB TRONG TRẦM TÍCH, ĐẤT VÀ NƯỚC TẠI VÙNG VEN BIỂN BÁN ĐẢO CÀ MAU","year":2009,"lang":"vi","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Socialist republic; 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","insufficient_payload"],"category_scores_codex":[0.005404054,0.001405587,0.002477296,0.001180959,0.002067504,0.003662196,0.01185864,0.0005035209,0.06019385],"category_scores_gemma":[0.001546579,0.00131708,0.0009133531,0.0033158,0.001733898,0.007535035,0.006483616,0.002462428,0.001250455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817365,"about_ca_system_score_gemma":0.0002838561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446852,"about_ca_topic_score_gemma":0.0002703441,"domain_scores_codex":[0.9863914,0.001407687,0.002735198,0.002075583,0.004531974,0.002858206],"domain_scores_gemma":[0.9929864,0.0008715251,0.002034365,0.002262335,0.0002776989,0.001567657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006964953,0.001723821,0.3713985,0.0002583316,0.0007648286,0.000686315,0.001421951,0.003037705,0.1412429,0.00009617498,0.2910607,0.1876123],"study_design_scores_gemma":[0.001724634,0.0001646891,0.9089851,0.001295652,0.0002583618,0.00005926402,0.0005937292,0.001041229,0.01340789,0.003782027,0.0670132,0.001674188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7664274,0.0861858,0.0008379424,0.003435619,0.00339399,0.003674782,0.0003419707,0.0002259458,0.1354765],"genre_scores_gemma":[0.9067488,0.08519834,0.001001375,0.0009377886,0.0009817636,0.0001087522,0.00002045049,0.0001783678,0.004824332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5375866,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2619177532057996,"score_gpt":0.5827134903456339,"score_spread":0.3207957371398343,"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."}}