{"id":"W7047885101","doi":"","title":"Incomplete Sulfide Oxidation in Oxygen-Depleted Mine Waste Systems and Consequences for Aqueous Sulfur Speciation","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Pyrite; Sulfide; Sulfide minerals; Thiosulfate; Sphalerite; Sulfur; Sulfate; Galena; Weathering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560536,0.0001891194,0.0002322263,0.0002749685,0.0005432299,0.0006563854,0.0002482431,0.0002545046,0.0003046331],"category_scores_gemma":[0.000231483,0.000152299,0.0001683075,0.0003092478,0.0003954344,0.000230056,0.0002967403,0.0001556691,0.00008393599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589457,"about_ca_system_score_gemma":0.001016078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1780365,"about_ca_topic_score_gemma":0.3556265,"domain_scores_codex":[0.9998102,0.00001073564,0.0000138609,0.00004963173,0.00006710678,0.00004858356],"domain_scores_gemma":[0.9998766,0.00001177625,0.0000301299,0.000008556422,0.0000546744,0.00001812753],"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":[0.0004328899,0.00003302398,0.1656585,0.0001010285,0.00002767506,0.0002909818,0.0005690306,0.000548297,0.8267528,0.00006658417,0.00007725653,0.005441887],"study_design_scores_gemma":[0.0000152969,0.0003138724,0.7535702,0.00001784707,0.00003708032,0.0002499686,0.001706719,0.00168052,0.240823,0.000111497,0.001458851,0.00001511357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.00004393118,0.0001108691,0.000006560841,8.938111e-7,0.000005620317,0.0001093384,0.000003208416,0.0003055352],"genre_scores_gemma":[0.9987388,0.0001061694,0.0003682619,0.00001203681,8.815156e-7,0.000005371754,0.0002243445,0.000003241086,0.0005410495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780365,"threshold_uncertainty_score":0.3540004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009139838911886399,"score_gpt":0.1907793564010714,"score_spread":0.181639517489185,"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."}}