{"id":"W96025032","doi":"10.3133/sir20145012","title":"Dissolved-solids sources, loads, yields, and concentrations in streams of the conterminous United States","year":2014,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total dissolved solids; Hydrology (agriculture); Total suspended solids; Environmental science; STREAMS; Tributary; Suspended solids; Water quality; Watershed; Population; Streamflow; Surface runoff; Precipitation; Drainage basin; Environmental engineering; Geography; Ecology; Geology; Chemical oxygen demand; Sewage treatment; Wastewater; Meteorology","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":[0.0003682841,0.0001590162,0.0001242556,0.0004829648,0.0002598441,0.0004974071,0.0002174159,0.0001671743,0.0003125753],"category_scores_gemma":[0.001158229,0.0001459005,0.0001371157,0.0007625322,0.0002389202,0.0003487058,0.000302204,0.0001717793,0.00005166039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411991,"about_ca_system_score_gemma":0.0005502197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1349048,"about_ca_topic_score_gemma":0.2043612,"domain_scores_codex":[0.9998696,0.00003463949,0.000008481602,0.00004830738,0.00002651958,0.00001248583],"domain_scores_gemma":[0.9995773,0.0001573864,0.0001171246,0.00002435769,0.00008571307,0.00003811287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004163228,0.00005834027,0.9826785,0.000007550378,0.00002510622,0.00009214433,0.0001299067,0.01120812,0.0005361866,0.0002187799,0.0003551393,0.004648518],"study_design_scores_gemma":[0.00001184024,0.00004538724,0.9001127,0.00001312361,0.0000232542,0.00004367454,0.0004605764,0.0971823,0.0007341865,0.0004287747,0.0009338162,0.00001040963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992442,0.00003025554,0.0001272758,0.00002544392,7.028595e-7,0.000002970224,0.0002878302,0.000006020508,0.0002752315],"genre_scores_gemma":[0.9982858,0.00006138628,0.0004161922,0.0000076939,0.000001368264,0.000005831593,0.001025169,0.000001907991,0.0001945364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349048,"threshold_uncertainty_score":0.2682391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008773274170274929,"score_gpt":0.2045082352061382,"score_spread":0.1957349610358633,"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."}}