{"id":"W59197872","doi":"10.3133/wri024089","title":"Trace elements and organic compounds in bed sediment from selected streams in southern Louisiana, 1998","year":2002,"lang":"en","type":"report","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Total organic carbon; Trace element; STREAMS; Environmental science; Environmental chemistry; Hydrology (agriculture); Geology; Chemistry; Geochemistry","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":[0.0001101519,0.0002319129,0.0001790824,0.001201105,0.0008674911,0.0008343708,0.0001210312,0.0001678817,0.0006426095],"category_scores_gemma":[0.0001649935,0.0001515589,0.0000793084,0.001407615,0.0002112765,0.0001405798,0.0002577991,0.0001564865,0.0001207629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009953617,"about_ca_system_score_gemma":0.0008197774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1273905,"about_ca_topic_score_gemma":0.450784,"domain_scores_codex":[0.9998991,0.000009580478,0.000008956708,0.00002528415,0.00003927156,0.00001787499],"domain_scores_gemma":[0.9998066,0.00001145905,0.0000410369,0.000002890689,0.0001044611,0.00003364265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213055,0.00004460479,0.9499169,0.00008387159,0.00005305235,0.0002629378,0.0007470655,0.0001500272,0.03665172,0.00001895038,0.0002733967,0.01167622],"study_design_scores_gemma":[0.000005116146,0.0000475171,0.9956893,0.000009020002,0.0000156385,0.00007219324,0.0005346515,0.0001542864,0.002056746,0.00001112619,0.001401156,0.000003168481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983969,0.0002375917,0.00009864451,0.00001681292,0.000001275991,0.00001045239,0.0007640368,0.000008243429,0.0004659624],"genre_scores_gemma":[0.9945885,0.0003937959,0.0006003569,0.00006364855,0.000003297887,0.00001954773,0.002300144,0.000004230309,0.00202642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273905,"threshold_uncertainty_score":0.253298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594319251116097,"score_gpt":0.2365710032200094,"score_spread":0.2006278107088484,"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."}}