{"id":"W3163363640","doi":"10.1016/j.hydromet.2021.105623","title":"Lead electrowinning from methane sulfonic acid","year":2021,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electrowinning; Chemistry; Anode; Electrolyte; Electrolysis; Overpotential; Metallurgy; Hydrometallurgy; Inorganic chemistry; Electrochemistry; Sulfuric acid; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001476807,0.0001839913,0.000275726,0.00009613975,0.00004814449,0.00005971972,0.0001258947,0.0001030389,0.002693105],"category_scores_gemma":[0.0000637269,0.000186194,0.0001512391,0.0003648877,0.00001559044,0.0001918865,0.00003383305,0.0003490787,0.0007850454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000528646,"about_ca_system_score_gemma":0.00002657569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003695227,"about_ca_topic_score_gemma":0.00004280898,"domain_scores_codex":[0.9989069,0.00005961892,0.0002473688,0.0002557658,0.0001973043,0.0003330153],"domain_scores_gemma":[0.9995054,0.00005818826,0.00002894053,0.0002832866,0.00002442241,0.00009975555],"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":[0.000002921896,0.00001941299,0.0000166175,0.00001152125,0.0001435999,0.0000778515,0.00004960781,0.0009175958,0.9821599,0.0002924518,0.0001481488,0.01616044],"study_design_scores_gemma":[0.0003829391,0.00002247772,0.000605663,0.00002748854,0.00006254549,0.00009585965,0.00006759085,0.0354378,0.8167862,0.0006014857,0.1455153,0.0003947327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269167,0.005482738,0.02279092,0.0001445964,0.000965448,0.00005617886,0.000007134859,0.0006483091,0.04298794],"genre_scores_gemma":[0.9929114,0.0002469131,0.004010471,0.000174689,0.0001931532,0.000007534653,0.0001005112,0.00004309864,0.002312227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653737,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253953511455509,"score_gpt":0.2142134898410491,"score_spread":0.201673954726494,"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."}}