{"id":"W4256322870","doi":"10.1149/ma2011-02/19/1604","title":"Passivation of Chalcopyrite in Sulfuric Acid Solutions","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chalcopyrite; Sulfuric acid; Passivation; Chemistry; Materials science; Metallurgy; Chemical engineering; Nanotechnology; Engineering; Copper","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":[],"consensus_categories":[],"category_scores_codex":[0.0004025792,0.00008508645,0.0001098406,0.0001392925,0.00003411123,0.000007638809,0.00006799401,0.00006981332,0.00004745743],"category_scores_gemma":[0.0001229932,0.00008688048,0.00003613115,0.0001672667,0.00001437101,0.0001294398,0.00001115294,0.0001833092,0.00004466112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002824565,"about_ca_system_score_gemma":0.000008076167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052126,"about_ca_topic_score_gemma":0.00005339994,"domain_scores_codex":[0.9992864,0.00001974447,0.0003191698,0.00009259357,0.00009760421,0.0001845249],"domain_scores_gemma":[0.9997235,0.00003373241,0.00007431625,0.0001042922,0.00002234635,0.00004180241],"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":[0.000008739271,0.0001085152,0.001934911,0.0001037331,0.00001867159,0.000008605441,0.001230091,0.03199863,0.958693,0.0001440321,0.0001703766,0.005580659],"study_design_scores_gemma":[0.0003181121,0.00002446436,0.2410142,0.0002028529,0.00001132827,0.000008444714,0.0002570831,0.0107293,0.7455013,0.000326218,0.001374844,0.000231881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772471,0.0001677312,0.00008777208,0.00001657493,0.0002737737,0.00005206058,0.000001750458,0.0001108519,0.2220424],"genre_scores_gemma":[0.9982257,0.00003000567,0.001628022,0.000008576054,0.00004773509,0.000004366764,0.000004621847,0.00001342406,0.00003748992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390793,"threshold_uncertainty_score":0.3542883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420050718728263,"score_gpt":0.2264754465073384,"score_spread":0.1844703746345122,"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."}}