{"id":"W4404494551","doi":"10.1007/978-3-031-67398-6_113","title":"Manganese Removal from Industrial Zinc Electrowinning Solution Using Plant Off-Gas Rich in SO2","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec; Collège Shawinigan; Meloche (Canada); Université Laval","funders":"","keywords":"Electrowinning; Manganese; Zinc; Metallurgy; Environmental science; Materials science; Chemistry; Electrode","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":[0.00002919131,0.0002872997,0.0001499179,0.0001897652,0.0001566969,0.0002526189,0.0002164644,0.0001405751,0.002084254],"category_scores_gemma":[0.00002689097,0.00009814319,0.0002242234,0.0002237694,0.00005833542,0.0002092485,0.0001116689,0.0002487933,0.0005850114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735015,"about_ca_system_score_gemma":0.0002167163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808836,"about_ca_topic_score_gemma":0.01044371,"domain_scores_codex":[0.9999794,0.000001125518,0.000001059117,0.000004832077,0.000009333244,0.00000429978],"domain_scores_gemma":[0.999994,0.000001180513,9.547387e-7,8.698335e-7,0.00000208156,8.729814e-7],"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":[0.00005646063,0.00003101802,0.0001800167,0.0001885125,0.000006418273,0.0001450337,0.00004896611,0.0005931008,0.9655064,0.0009700559,0.0006933559,0.03158056],"study_design_scores_gemma":[0.000003507591,0.00007999274,0.001003013,0.00001527062,0.00001294259,0.00015803,0.00004881467,0.001220878,0.9770578,0.0002472719,0.02014857,0.000003874537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794978,0.005382351,0.02219972,0.0004288229,0.0002476984,0.00006780674,0.0004407397,0.0003582781,0.09137664],"genre_scores_gemma":[0.6665999,0.004330431,0.01368642,0.0001182533,0.00001855284,0.00001673333,0.0004176489,0.00016787,0.3146442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002084254,"threshold_uncertainty_score":0.006972551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04718925534856602,"score_gpt":0.2502733666713735,"score_spread":0.2030841113228075,"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."}}