{"id":"W2042557676","doi":"10.1007/s10498-015-9257-z","title":"Reduction Kinetics of Polymeric (Soluble) Manganese (IV) Oxide (MnO2) by Ferrous Iron (Fe2+)","year":2015,"lang":"en","type":"article","venue":"Aquatic Geochemistry","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Manganese; Chemistry; Redox; Absorbance; Ferrous; Reaction rate constant; Kinetics; Reaction rate; Order of reaction; Inorganic chemistry; Oxidizing agent; Iron oxide; Chemical kinetics; Chemical reaction; Catalysis; Organic chemistry","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":[0.0001354129,0.0001716689,0.0001004833,0.00009012187,0.0001017342,0.0001752409,0.0002518165,0.0002270804,0.001375127],"category_scores_gemma":[0.0002434936,0.00008908891,0.0001386611,0.00007617654,0.0001045825,0.0001632094,0.00008812929,0.0001985059,0.0002550349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727859,"about_ca_system_score_gemma":0.0001233873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004244982,"about_ca_topic_score_gemma":0.004233215,"domain_scores_codex":[0.9999144,0.000009848923,0.000004775544,0.0000212565,0.00002102244,0.0000286817],"domain_scores_gemma":[0.9999334,0.00002061842,0.00001176684,0.000006082983,0.00001753158,0.0000106015],"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":[0.0004286401,0.00004335114,0.0008248594,0.00004692421,0.000008752557,0.00003948924,0.0000495713,0.000482124,0.9951988,0.0001067476,0.0001089107,0.002661759],"study_design_scores_gemma":[0.00001267767,0.000388606,0.003473127,0.000003500077,0.00000969038,0.00004146398,0.00004481658,0.007252656,0.9876029,0.00004422097,0.001121045,0.00000532293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984669,0.0001163923,0.0004631204,0.00002130144,0.000007489129,0.000004487869,0.0000808102,0.000015732,0.0008236573],"genre_scores_gemma":[0.9974576,0.00007436363,0.000447546,0.000008459649,0.000003206756,0.000002602029,0.0001118323,0.000005493371,0.001888904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004244982,"threshold_uncertainty_score":0.008440554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177201845556307,"score_gpt":0.2029834849344043,"score_spread":0.1912114664788412,"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."}}