{"id":"W4412594219","doi":"10.3390/w17152192","title":"Hydrochemical Characteristics and Evolution of Underground Brine During Mining Process in Luobei Mining Area of Lop Nur, Northwestern China","year":2025,"lang":"en","type":"article","venue":"Water","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PotashCorp (Canada)","funders":"National Science and Technology Major Project","keywords":"Brine; China; Geology; Mining engineering; Geochemistry; Archaeology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001152996,0.0001978496,0.0002286281,0.000892207,0.0004784425,0.0003306186,0.0002106664,0.0002610068,0.0003317315],"category_scores_gemma":[0.00011983,0.0001522151,0.000196604,0.0006327634,0.0002885308,0.000328547,0.0002864977,0.000132711,0.00004514303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413785,"about_ca_system_score_gemma":0.0003611809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0290466,"about_ca_topic_score_gemma":0.08073998,"domain_scores_codex":[0.9999169,0.000006270488,0.000006462024,0.00003158186,0.00002104925,0.00001773934],"domain_scores_gemma":[0.9999239,0.000009168515,0.00002559171,0.000002766054,0.00002665348,0.00001174121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001972058,0.00007473762,0.8746134,0.0001149736,0.00005277005,0.001129293,0.002836945,0.0007309608,0.1039777,0.0001415495,0.0001434261,0.015987],"study_design_scores_gemma":[0.000003607497,0.00003618866,0.9954966,0.000005383476,0.00001642102,0.000104529,0.0008286881,0.0009152652,0.00224183,0.00002802956,0.0003146818,0.000008713753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996506,0.00003590045,0.00008393579,0.000007664917,7.052541e-7,0.000002052392,0.00004665332,0.000002201991,0.0001703326],"genre_scores_gemma":[0.9992995,0.0000534789,0.0001540888,0.000006811319,0.000001932832,0.000004323444,0.00009942867,0.000001367256,0.0003790318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290466,"threshold_uncertainty_score":0.05775505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0040432159979968,"score_gpt":0.2127312773826037,"score_spread":0.2086880613846069,"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."}}