{"id":"W2330768402","doi":"10.21000/jasmr06021435","title":"TOWARD SOURCE CONTROL OF ACID ROCK DRAINAGE","year":2006,"lang":"en","type":"article","venue":"Journal American Society of Mining and Reclamation","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mosaic Company; Barrick Gold Corporation; Small Business Innovation Research; U.S. Environmental Protection Agency","keywords":"Drainage; Geology; Acid mine drainage; Mining engineering; Environmental science; Hydrology (agriculture); Geotechnical engineering; Chemistry; Environmental chemistry; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611651,0.00006782509,0.0001730476,0.00002142905,0.00008688291,0.00001118864,0.00006652548,0.00003659249,0.00006754136],"category_scores_gemma":[0.00002253362,0.00005365461,0.0001030154,0.0001379823,0.0001800469,0.0001031936,0.00002218339,0.00007741123,0.000001341866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003557429,"about_ca_system_score_gemma":0.000008437526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109091,"about_ca_topic_score_gemma":0.000001958351,"domain_scores_codex":[0.9992676,0.00004500624,0.0002850853,0.00008282097,0.0002198782,0.00009964359],"domain_scores_gemma":[0.9993035,0.00003963724,0.0005450086,0.00005277062,0.00002425368,0.00003485326],"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":[0.0000388003,0.0001379565,0.01718906,0.00007672963,0.00005623043,0.000001452126,0.01295298,0.001497766,0.7320595,0.00004290149,0.04072636,0.1952203],"study_design_scores_gemma":[0.006761572,0.003726169,0.1655011,0.0006622266,0.0004396919,0.0005318401,0.1053737,0.1273308,0.5080151,0.00614797,0.07376159,0.001748311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8000088,0.0001171377,0.1960855,0.001097068,0.0000230361,0.00006989005,0.000002142572,0.00002017525,0.002576332],"genre_scores_gemma":[0.9816316,0.0001025959,0.01765438,0.0001367312,0.00007272213,0.000001534629,0.000001921958,0.00000561733,0.0003929096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2240444,"threshold_uncertainty_score":0.2187972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007539448154651892,"score_gpt":0.218367430221758,"score_spread":0.2108279820671061,"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."}}