{"id":"W2892738109","doi":"10.25073/2588-1094/vnuees.4261","title":"HEAVY METAL CONCENTRATIONS IN SEDIMENT CORES FROM DIFFERENT MANGROVE FORESTS IN DA LOC COMMUNE, HAU LOC DISTRICT, THANH HOA PROVINCE, VIETNAM","year":2018,"lang":"en","type":"article","venue":"VNU Journal of Science Earth and Environmental Sciences","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Silt; Mangrove; Sediment; Sedimentary depositional environment; Organic matter; Intertidal zone; Environmental science; Sedimentary rock; Geology; Hydrology (agriculture); Geochemistry; Oceanography; Ecology; Geomorphology; Structural basin","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001108186,0.0002409492,0.0003300501,0.0002147656,0.0005719292,0.0002220647,0.0008310725,0.00005475295,0.0004074932],"category_scores_gemma":[0.00003640201,0.0001749303,0.00006444834,0.0006586529,0.005804237,0.00141386,0.0005627156,0.0002388093,0.00003821361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334093,"about_ca_system_score_gemma":0.00007676386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472178,"about_ca_topic_score_gemma":0.02677391,"domain_scores_codex":[0.9969358,0.00009199729,0.0006333149,0.0004921235,0.001192092,0.0006546819],"domain_scores_gemma":[0.9990142,0.00009478652,0.000334024,0.0002130465,0.00000582418,0.0003381473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004805245,0.0002476952,0.9798383,0.000003184429,0.000004179591,0.00002519907,0.00076096,0.0009035657,0.01196437,0.00004171938,0.00003785467,0.00612492],"study_design_scores_gemma":[0.0007109172,0.0007673448,0.9710702,0.00007789645,0.00001056048,0.0000527047,0.002342591,0.02040811,0.003606617,0.0003897067,0.0003230334,0.0002402995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978238,0.0002421596,0.0001815757,0.0002614442,0.0003508593,0.0002874074,0.00004668588,0.000005797067,0.0008003016],"genre_scores_gemma":[0.9991035,0.0001738319,0.0005011872,0.00009018522,0.00005739725,0.000004679165,0.000005608014,0.000006496391,0.00005712411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02530173,"threshold_uncertainty_score":0.9969014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008451533771862484,"score_gpt":0.2094617975180697,"score_spread":0.2010102637462072,"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."}}