{"id":"W3135745300","doi":"10.3390/w13050684","title":"An Assessment of Heavy Metal Contamination in the Nakdong River Around the Weir","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Research; National Research Foundation of Korea; National Research Foundation","keywords":"Aqua regia; Environmental science; Contamination; Extraction (chemistry); Environmental chemistry; Weir; Sediment; Zinc; Water quality; Heavy metals; Christian ministry; Metal; Chemistry; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002079225,0.0002649515,0.0003675396,0.0008092761,0.0007165383,0.0006055104,0.0002205868,0.000290001,0.0002673031],"category_scores_gemma":[0.0002777573,0.000221662,0.0002200795,0.0007627924,0.0003356439,0.0003258242,0.0004860966,0.0001770857,0.0000751539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368479,"about_ca_system_score_gemma":0.0008726569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815747,"about_ca_topic_score_gemma":0.04980727,"domain_scores_codex":[0.9997941,0.00002498067,0.00002055736,0.0000569092,0.00007790287,0.00002559981],"domain_scores_gemma":[0.9998426,0.00001785221,0.00004849034,0.00001096257,0.00006267442,0.00001730378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984135,0.00005110602,0.8165053,0.0002140022,0.0001024525,0.00131313,0.00365248,0.0007816566,0.1462586,0.0001615829,0.00007463732,0.03068657],"study_design_scores_gemma":[0.000006405625,0.0002356242,0.9811634,0.00001868612,0.00009803729,0.0006965878,0.002924495,0.0009925447,0.01145613,0.0001105361,0.002273192,0.00002430342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988835,0.0001276103,0.0004998295,0.000008671527,0.000002184295,0.000007190081,0.00004281705,0.000005322408,0.0004228461],"genre_scores_gemma":[0.9979191,0.0001807918,0.00116943,0.00001015712,0.000001890733,0.000007794911,0.00009523444,0.000003271753,0.0006122522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815747,"threshold_uncertainty_score":0.03610361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499696572707288,"score_gpt":0.2858418014606831,"score_spread":0.2708448357336102,"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."}}