{"id":"W2146164463","doi":"10.1016/j.apgeochem.2011.06.004","title":"Characterization of acid river dilution and associated trace element behavior through hydrogeochemical modeling: A case study of the Banyu Pahit River in East Java, Indonesia","year":2011,"lang":"en","type":"article","venue":"Applied Geochemistry","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Dilution; Trace element; Hydroxide; Geology; Mixing (physics); Geochemistry; Hydrology (agriculture); Mineralogy; Environmental science; Chemistry; Inorganic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001450097,0.0001198074,0.0001570904,0.00001401454,0.00004501679,0.000003027558,0.0001271442,0.0001200919,0.00008023944],"category_scores_gemma":[0.000009549041,0.00009991248,0.00002861841,0.0001695295,0.0001499143,0.00007152343,0.0001521602,0.0001189514,0.000001000462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006128525,"about_ca_system_score_gemma":0.000007677019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006750352,"about_ca_topic_score_gemma":0.00006291408,"domain_scores_codex":[0.9990729,0.00002427464,0.0003157339,0.0002318634,0.0002226677,0.0001325616],"domain_scores_gemma":[0.9995283,0.000005277219,0.0002135868,0.0002092498,0.0000148759,0.00002869168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001365409,0.0008179246,0.06369462,0.00001181113,0.000008491356,0.00001438358,0.009514422,0.000004988849,0.9256623,0.000004755019,0.000004397611,0.0002482986],"study_design_scores_gemma":[0.0006325642,0.00003095366,0.0285774,0.00001167414,0.00004899777,0.00001658637,0.002027477,0.0005276261,0.967895,0.000113174,0.000001750028,0.0001168126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988902,0.000005154604,0.000143916,0.000007247857,0.000007430579,0.0004842461,0.00001820859,0.00001583107,0.0004277299],"genre_scores_gemma":[0.9997218,0.000005216494,0.0001151511,0.00001101098,0.000006452057,0.00009749418,0.00002630482,0.000007220704,0.000009382589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04223273,"threshold_uncertainty_score":0.4074313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601416042249218,"score_gpt":0.214845031012739,"score_spread":0.1988308705902468,"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."}}