{"id":"W2620721987","doi":"10.1007/s10800-017-1091-0","title":"Electrochemical investigation of electrolyte composition and electrolysis parameters during zinc electrowinning","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec; Université Laval","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Zinc; Electrolyte; Inorganic chemistry; Electrochemistry; Chemistry; Cyclic voltammetry; Electrolysis; Dielectric spectroscopy; Cathodic protection; Electrowinning; Anode; Electrode","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003570325,0.000419135,0.0007377908,0.0002466697,0.0003652574,0.0001644366,0.0005463448,0.0002697682,0.000008149527],"category_scores_gemma":[0.00004233683,0.000453434,0.000212433,0.0002358488,0.0001841372,0.0003673324,0.00004263793,0.001103472,0.00000115775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749169,"about_ca_system_score_gemma":0.0001163107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002240954,"about_ca_topic_score_gemma":0.000001504767,"domain_scores_codex":[0.9974433,0.00002345009,0.00093453,0.0003101451,0.0004933848,0.0007952193],"domain_scores_gemma":[0.9981062,0.00007327247,0.00092886,0.0004265967,0.0002191825,0.0002458786],"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":[0.0004605923,0.00002720696,0.0003620175,0.0001968396,0.0003032809,0.000006621845,0.0001257517,0.0001100915,0.9975641,0.0002516119,0.00006102062,0.000530823],"study_design_scores_gemma":[0.00123961,0.0001973171,0.0009985499,0.00009000477,0.000186179,0.0004584965,0.00001785003,0.0008321059,0.9937821,0.001808881,0.000009222891,0.0003796653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944337,0.0008331177,0.002934769,0.000146955,0.00003294909,0.0001290431,0.00000116778,0.00009785959,0.001390439],"genre_scores_gemma":[0.9964258,0.0005995565,0.002601626,0.00005987526,0.0001961492,0.00001658119,0.00001385109,0.0000730414,0.00001351184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003782024,"threshold_uncertainty_score":0.9997917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003893326698293544,"score_gpt":0.1903173625683836,"score_spread":0.1864240358700901,"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."}}