{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319092,0.00008582752,0.00009109437,0.00005711629,0.00003147281,0.000006086109,0.00002592966,0.00004888686,0.000289437],"category_scores_gemma":[0.000001855399,0.00007320447,0.000008816254,0.00003106732,0.0001012361,0.0002096792,0.00005836138,0.00004827865,0.000009849902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008568355,"about_ca_system_score_gemma":0.000001270123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002234,"about_ca_topic_score_gemma":0.0001930975,"domain_scores_codex":[0.9992494,0.00007830746,0.0002334454,0.0001796194,0.0001238945,0.000135307],"domain_scores_gemma":[0.9998374,0.000005882187,0.00005243071,0.00006371245,5.254301e-7,0.00004004885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007882218,0.0003672678,0.8044683,0.00005272991,0.000005996053,0.000003858251,0.01996656,0.000118166,0.06459477,0.0003886801,0.000006425831,0.1099484],"study_design_scores_gemma":[0.0006643964,0.0001244007,0.9722331,0.00001744806,0.000007379585,0.000001809667,0.0001988785,0.0009919116,0.02421808,0.001058902,0.0003866593,0.00009709673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987372,0.00008447429,0.0002593592,0.000167486,0.00002189018,0.0001955595,0.000002304979,0.000003399794,0.0005283538],"genre_scores_gemma":[0.9984106,0.0002131285,0.001194952,0.00004237576,0.000004582066,0.0000137955,0.00000561962,0.000003539307,0.0001113619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677647,"threshold_uncertainty_score":0.3169132,"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."}}