{"id":"W2087410351","doi":"10.1016/j.jhazmat.2013.11.068","title":"Redox stability of As(III) on schwertmannite surfaces","year":2013,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Deutscher Akademischer Austauschdienst","keywords":"Schwertmannite; Goethite; Chemistry; Redox; XANES; Sorbent; Inorganic chemistry; Adsorption; Physical chemistry; Spectroscopy","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":[0.000107524,0.0001618929,0.0001034642,0.0001496234,0.00019933,0.0003087108,0.0002088297,0.0002380097,0.001285068],"category_scores_gemma":[0.0001665718,0.00007343354,0.0001289617,0.0001299178,0.0001493533,0.0001505634,0.000134024,0.0001705539,0.0001959579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547437,"about_ca_system_score_gemma":0.0000920555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567916,"about_ca_topic_score_gemma":0.002253629,"domain_scores_codex":[0.9999045,0.00001450396,0.000005595851,0.00001491106,0.00003136653,0.00002909074],"domain_scores_gemma":[0.9999648,0.000006991548,0.00000693374,0.000003407779,0.00001388061,0.000003992594],"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":[0.0004734986,0.00001928971,0.001637413,0.00003425787,0.00001366296,0.00009638031,0.0001084725,0.0006184477,0.9939123,0.000225349,0.0001225519,0.002738391],"study_design_scores_gemma":[0.000006598175,0.0001786751,0.005498902,0.000002906847,0.00001170208,0.00006109213,0.0002186969,0.001619968,0.9912082,0.0001073673,0.001079041,0.00000681735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991462,0.00008576088,0.0002087529,0.0000171543,0.000005183647,0.00000134141,0.00007354731,0.00000862232,0.0004532638],"genre_scores_gemma":[0.9992433,0.00004076367,0.0000770398,0.000003792936,0.000001299258,8.002899e-7,0.00007767032,0.000001542787,0.0005538231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002567916,"threshold_uncertainty_score":0.005105853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387393987158377,"score_gpt":0.2357558968756828,"score_spread":0.2263685028885244,"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."}}