{"id":"W2087903801","doi":"10.1007/s10230-008-0057-1","title":"The Combined Impact of Mine Drainage in the Ankobra River Basin, SW Ghana","year":2009,"lang":"en","type":"article","venue":"Mine Water and the Environment","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Acid mine drainage; Drainage; Geology; Drainage basin; Water quality; Hydrology (agriculture); Geochemistry; Mining engineering; Environmental science; Environmental chemistry; Chemistry; Geography; Geotechnical engineering","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":[0.0008572311,0.0001442819,0.0001531375,0.00002084467,0.0001603624,0.00002383347,0.0003238128,0.00003717283,0.0003078555],"category_scores_gemma":[0.00001125733,0.00004951642,0.00009293486,0.00006221569,0.000563586,0.00007132102,0.0001239033,0.0001048754,0.00003243023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005110362,"about_ca_system_score_gemma":0.000001486929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000441615,"about_ca_topic_score_gemma":0.00002094218,"domain_scores_codex":[0.9989339,0.0001657367,0.00023241,0.0001684822,0.0002577944,0.0002416513],"domain_scores_gemma":[0.9994478,0.0000908505,0.00005846674,0.0003680803,0.000001422457,0.00003344373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003343312,0.005276192,0.1077703,0.00007758475,0.0004904672,0.0002715365,0.2137907,0.003898742,0.4014582,0.01041378,0.0656606,0.1875486],"study_design_scores_gemma":[0.007068436,0.002030417,0.827223,0.00003117175,0.0001322481,0.00003756561,0.00152561,0.002269234,0.07530258,0.04923316,0.03444035,0.0007062205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891629,0.0001404188,0.0001113461,0.005598047,0.00001539191,0.0004598284,0.000003660557,0.000008579068,0.004499888],"genre_scores_gemma":[0.9980524,0.0001597765,0.00006562826,0.0004568229,0.00002200619,0.00002201933,0.00001194515,0.000005744642,0.001203719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7194527,"threshold_uncertainty_score":0.3370802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004542117580473254,"score_gpt":0.2044469989953905,"score_spread":0.1999048814149172,"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."}}