{"id":"W2897236357","doi":"","title":"낙동강 본류에 분포하는 표층 퇴적물의 지화학적 특성 변화","year":2017,"lang":"ko","type":"article","venue":"한국환경과학회지","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loss on ignition; Total organic carbon; Sediment; Environmental science; Organic matter; Pollution; Heavy metals; Environmental chemistry; Grain size; Geology; Chemistry; Metallurgy; Materials science","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":[0.000128178,0.0001310187,0.0001967319,0.0005354747,0.0003559664,0.0003749879,0.0001418591,0.0001552165,0.0005266232],"category_scores_gemma":[0.0002705393,0.0001465858,0.0001591275,0.0006740158,0.0002124173,0.0002213822,0.0002440005,0.0001392719,0.0001123319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100794,"about_ca_system_score_gemma":0.0005439742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770011,"about_ca_topic_score_gemma":0.05212163,"domain_scores_codex":[0.9998817,0.000007713142,0.00000981773,0.00004202224,0.00003224988,0.00002646248],"domain_scores_gemma":[0.9997908,0.0000153768,0.00009328267,0.000009884005,0.000052917,0.00003772248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005884,0.00003569804,0.973693,0.00003320059,0.00002482193,0.0001644111,0.0004885203,0.0001287758,0.01878956,0.00002242913,0.00004646582,0.006472537],"study_design_scores_gemma":[4.835471e-7,0.00003136701,0.9991374,5.766432e-7,0.000003395717,0.00002945385,0.0001176692,0.00006586484,0.0005068229,0.000005271466,0.0001002571,0.000001286695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996877,0.00002369986,0.00007171838,0.000003235539,6.993207e-7,0.000002688718,0.00006310388,0.000001371386,0.0001458569],"genre_scores_gemma":[0.9989206,0.00003922213,0.0002285723,0.000004986663,0.0000012931,0.000007455012,0.0002428721,0.000001064852,0.0005540134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770011,"threshold_uncertainty_score":0.03519416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0692911435417582,"score_gpt":0.2759582419804393,"score_spread":0.2066670984386811,"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."}}