{"id":"W2328132886","doi":"10.21000/jasmr06021673","title":"Reactive Transport Modeling of AMD Release and Attenuation at the Fault Lake Tailings Area, Falconbridge, Ontario","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Attenuation; Geology; Fault (geology); Mining engineering; Environmental science; Seismology; Materials science; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004082198,0.00007474286,0.0001424799,0.00001720782,0.0001783137,0.000008752272,0.00004302281,0.00003822234,0.00004279995],"category_scores_gemma":[0.00001293331,0.00005169121,0.00007307677,0.00009797602,0.0002739905,0.0001401117,0.00001861377,0.0001102659,2.961744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008751803,"about_ca_system_score_gemma":0.0000179313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351514,"about_ca_topic_score_gemma":0.005936668,"domain_scores_codex":[0.99926,0.00002909481,0.0002915126,0.0001088829,0.0002253711,0.00008515162],"domain_scores_gemma":[0.999366,0.00004878944,0.0004592155,0.00005723737,0.00003767697,0.00003101273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002273126,0.0002510198,0.3147973,0.0001090233,0.0001525819,0.000004183076,0.1042975,0.03527837,0.4087678,0.00002151816,0.02187906,0.1142143],"study_design_scores_gemma":[0.002721875,0.001231733,0.3603306,0.0006852864,0.0005069046,0.0003401973,0.06857745,0.4830471,0.0661934,0.001685144,0.01358278,0.001097557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911119,0.00004634317,0.007207682,0.0007052923,0.00001253588,0.00007670176,0.000003250793,0.000008084584,0.0008282032],"genre_scores_gemma":[0.9930782,0.0002031562,0.005953968,0.00008711371,0.00003121869,0.000002474015,0.00001389156,0.000005062277,0.0006248673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477687,"threshold_uncertainty_score":0.9601632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086917063901803,"score_gpt":0.2184308923882866,"score_spread":0.2075617217492686,"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."}}