{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009413233,0.0002154581,0.0001969596,0.0002308716,0.00002691762,0.00001790968,0.00007447504,0.0002476928,0.01364845],"category_scores_gemma":[0.000009312906,0.0001799619,0.00008670676,0.00008273993,0.000007912801,0.00003062753,0.000005492343,0.0004105547,0.00329491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004729785,"about_ca_system_score_gemma":0.000005575207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089296,"about_ca_topic_score_gemma":0.0000683404,"domain_scores_codex":[0.9993484,0.00002311817,0.0001332311,0.0001385793,0.0001108083,0.0002458704],"domain_scores_gemma":[0.9996107,0.00001959635,0.00003802479,0.0002352803,0.000003994324,0.00009243559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004228618,0.00004510533,0.000001285506,0.00009887214,0.00007850943,0.000001795471,0.00001306521,0.00002472394,0.05448594,0.004343307,0.9282526,0.01265055],"study_design_scores_gemma":[0.00009603012,0.000008558664,0.000004904821,0.00004873734,0.00002013452,0.00000810907,0.000003693564,0.0002275425,0.002787942,0.000009259608,0.9965707,0.0002143779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001201216,0.00101266,0.003439406,0.00003130324,0.001137818,0.0001216739,0.000007898451,0.001646267,0.992591],"genre_scores_gemma":[0.003918218,0.0007605016,0.00168714,0.0000940933,0.0008828732,0.00001743434,0.00004165334,0.0004121517,0.992186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06831809,"threshold_uncertainty_score":0.9974812,"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."}}