{"id":"W2083637066","doi":"10.1149/2.058303jes","title":"The Role of Electrolyte Hydrodynamic Properties on the Performance of Lead-Based Anodes in Electrometallurgical Processes","year":2013,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Electrowinning; Electrolyte; Degradation (telecommunications); Lead dioxide; Materials science; Corrosion; Lead (geology); Metallurgy; Oxygen evolution; Electrochemistry; Chemistry; Chemical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003882226,0.0002131324,0.0004025447,0.00002250779,0.0001917127,0.00003483328,0.001139044,0.0001381298,0.0000398224],"category_scores_gemma":[0.0002449965,0.00009135056,0.0005766699,0.0007330624,0.0003634605,0.00008080988,0.00005651746,0.001018681,0.000002453446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554523,"about_ca_system_score_gemma":0.0002687969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032441,"about_ca_topic_score_gemma":0.000004506632,"domain_scores_codex":[0.99795,0.00004762302,0.0007728856,0.0001761794,0.0005981134,0.0004551942],"domain_scores_gemma":[0.9979928,0.000515925,0.0007398314,0.0003726242,0.0003300408,0.00004880005],"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":[0.00009756894,0.0002473422,0.0005721065,0.00007312281,0.000138876,3.43096e-8,0.00005925917,0.00003671471,0.9982738,0.0001703523,0.00007587631,0.0002548796],"study_design_scores_gemma":[0.0002490506,0.0001285449,0.00008177539,0.0001165741,0.00007079694,0.000008243846,0.00008888824,0.01630634,0.9807149,0.001824696,0.0003027658,0.000107456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948096,0.001875765,0.00005002189,0.002818342,0.000004541173,0.0001277359,8.250606e-7,0.000008107651,0.000305076],"genre_scores_gemma":[0.9988546,0.0005571588,0.0001405644,0.000145461,0.00007382312,0.00005180058,0.000001520516,0.0000183504,0.000156672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01755899,"threshold_uncertainty_score":0.442572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004520864931858969,"score_gpt":0.1861055132038514,"score_spread":0.1815846482719924,"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."}}