{"id":"W2168069282","doi":"10.5539/ep.v1n1p69","title":"Determination of Toxic and Trace Elements in Water Sediment and Vegetation in Topcamp Stream","year":2011,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Environmental chemistry; Environmental science; Water quality; Surface water; Trace element; Aquatic ecosystem; Hydrology (agriculture); Chemistry; Environmental engineering; Geology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00004624508,0.0001704317,0.0001835835,0.0008701953,0.0005076578,0.0004397771,0.0001284817,0.0001453993,0.0007458054],"category_scores_gemma":[0.0001270841,0.0001474649,0.00008381042,0.0007335603,0.0002296153,0.0001495643,0.0002336517,0.0001360662,0.0001199671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436599,"about_ca_system_score_gemma":0.0003321233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575576,"about_ca_topic_score_gemma":0.03916562,"domain_scores_codex":[0.9999253,0.000004593609,0.000004316071,0.00001612214,0.00003357513,0.00001614082],"domain_scores_gemma":[0.9999374,0.000005603362,0.00002046234,0.000001943426,0.00001564069,0.00001887515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00026985,0.00008450064,0.7510615,0.0001308589,0.00003768209,0.001087668,0.0009120425,0.0002013758,0.227212,0.00006553886,0.0001376733,0.01879932],"study_design_scores_gemma":[0.000006152096,0.0001415779,0.9867625,0.00001102136,0.0000158746,0.0004994496,0.001096419,0.0003039091,0.01006605,0.00004981861,0.001042437,0.000004841166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994363,0.00008064279,0.00005114414,0.000002860396,8.588859e-7,0.000004076146,0.00008905307,0.000002685856,0.0003322528],"genre_scores_gemma":[0.9982021,0.0002579323,0.0003811773,0.00001014835,0.000002528942,0.000007062394,0.0003735337,0.000002315662,0.0007632535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575576,"threshold_uncertainty_score":0.03132814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905996369235346,"score_gpt":0.2312216295801023,"score_spread":0.2121616658877489,"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."}}