{"id":"W1515320785","doi":"10.1002/9781118371350.ch20","title":"Cathodic Reactions on Oxidized Chalcopyrite Electrode","year":2012,"lang":"en","type":"other","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chalcopyrite; Cathodic protection; Electrode; Chemistry; Inorganic chemistry; Metallurgy; Materials science; Anode; Copper; Physical chemistry; Organic chemistry","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":[0.0001812913,0.0003261748,0.0003008406,0.000213215,0.0002668117,0.0004244011,0.0004813693,0.0003258783,0.006561464],"category_scores_gemma":[0.0001835695,0.0001848799,0.0002867157,0.0003960657,0.0001471305,0.0004166361,0.0002473371,0.0005985284,0.001272269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048858,"about_ca_system_score_gemma":0.0001945625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009049968,"about_ca_topic_score_gemma":0.002152384,"domain_scores_codex":[0.9997447,0.00002119245,0.00001255038,0.00004530038,0.0001381928,0.00003799759],"domain_scores_gemma":[0.9999347,0.0000207917,0.000005921408,0.000009588788,0.00002469763,0.000004298727],"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":[0.000114215,0.00003379356,0.0001143273,0.0004461701,0.00001351566,0.0001219039,0.00009492131,0.0001221752,0.9832038,0.0005642341,0.0009973201,0.01417374],"study_design_scores_gemma":[0.000004084251,0.00005954182,0.000557926,0.000007420208,0.000006574548,0.00004360337,0.00003800554,0.0002241291,0.9937376,0.0000465342,0.00527006,0.00000464716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934397,0.006760123,0.01161486,0.0005485547,0.0004996808,0.0001235872,0.001464451,0.0002228293,0.04436893],"genre_scores_gemma":[0.8912267,0.008250465,0.008381406,0.000162756,0.000107896,0.00008031912,0.002236113,0.0001219162,0.0894324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006561464,"threshold_uncertainty_score":0.02195024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452314326807009,"score_gpt":0.2363652515380728,"score_spread":0.2218421082700028,"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."}}