{"id":"W3022234692","doi":"10.5006/3520","title":"Corrosion in Caustic Soda in Mineral Processing Operations","year":2020,"lang":"en","type":"article","venue":"CORROSION","topic":"Materials Engineering and Processing","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"","keywords":"Sulfuric acid; Hydrometallurgy; Corrosion; Leaching (pedology); Mineral processing; Sodium hydroxide; Metallurgy; Hydroxide; Smelting; Alkaline battery; Materials science; Materials processing; Chemistry; Inorganic chemistry; Environmental science; Engineering; Electrolyte","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":[0.0003307484,0.0002350022,0.0004280499,0.0004549335,0.0004603357,0.0005938007,0.0002879726,0.0005458375,0.001446633],"category_scores_gemma":[0.0006149852,0.0001772646,0.0003069092,0.0003844049,0.0002614689,0.0003980453,0.0003439227,0.0002458823,0.0005262237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883144,"about_ca_system_score_gemma":0.0002237003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521067,"about_ca_topic_score_gemma":0.003135274,"domain_scores_codex":[0.9993612,0.0001137859,0.0000473751,0.00008760617,0.0003114472,0.00007859814],"domain_scores_gemma":[0.9996889,0.00006596457,0.00007074969,0.00002428852,0.0001238116,0.00002629185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004347336,0.0001180712,0.01112081,0.0002085779,0.00002290532,0.0007343055,0.0004013112,0.0005597085,0.9704142,0.0003863025,0.0003075402,0.01529146],"study_design_scores_gemma":[0.00001513802,0.00221011,0.05756676,0.00003156898,0.00006364551,0.001196343,0.0005836988,0.002395718,0.9295868,0.0001996333,0.006135161,0.00001533991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924698,0.001219565,0.0005530646,0.00004833545,0.00001907041,0.00001438174,0.00003668256,0.00002020785,0.005618843],"genre_scores_gemma":[0.994113,0.0008698154,0.0005675886,0.00002046856,0.00001046884,0.000003883218,0.00008937826,0.00001097624,0.004314341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002521067,"threshold_uncertainty_score":0.005012751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578446237227501,"score_gpt":0.2198122670352149,"score_spread":0.2040278046629399,"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."}}