{"id":"W4385690393","doi":"10.32920/23915436.v1","title":"The influence of mining on hydrology and solute transport in the Elk Valley, British Columbia, Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weathering; Hydrology (agriculture); Limiting; Drainage basin; Dominance (genetics); Water quality; Structural basin; Environmental science; Surface water; Geology; Geochemistry; Geography; Environmental engineering; Geomorphology; Ecology; Chemistry; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002429726,0.0002131687,0.0002673421,0.001145781,0.00120344,0.001452695,0.0006651017,0.0002828284,0.002139345],"category_scores_gemma":[0.001029348,0.0001687045,0.0001883341,0.003155281,0.0004557471,0.0002831327,0.000591274,0.0003471166,0.000330381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01670433,"about_ca_system_score_gemma":0.01610205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962068,"about_ca_topic_score_gemma":0.9984943,"domain_scores_codex":[0.9997314,0.0000203148,0.00001612751,0.00006279541,0.00007721678,0.00009214725],"domain_scores_gemma":[0.9987032,0.0001298286,0.00009487379,0.00005351211,0.0007996595,0.0002188231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761762,0.00008159479,0.9521865,0.0001059441,0.0001056946,0.0003041399,0.001056607,0.002967471,0.00178366,0.0002813599,0.01087874,0.03007198],"study_design_scores_gemma":[0.00000689651,0.000005193768,0.9924411,0.00002598485,0.00001276806,0.00002182079,0.001342152,0.00198711,0.0002337171,0.00003011347,0.003880788,0.00001241321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980637,0.0003879208,0.0001308412,0.0003681901,0.000006993709,0.00001863332,0.01445826,0.00004401862,0.00394807],"genre_scores_gemma":[0.9832417,0.000463857,0.0003912333,0.00009363268,0.000003245308,0.00001939567,0.01099884,0.00002162921,0.00476647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670433,"threshold_uncertainty_score":0.121199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008695229299152861,"score_gpt":0.2082558441493413,"score_spread":0.1995606148501884,"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."}}