{"id":"W2326848300","doi":"10.14288/1.0071075","title":"Electrochemical and leaching studies of enargite and chalcopyrite","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chalcopyrite; Metallurgy; Chemistry; Copper; Materials science","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":[0.0001296296,0.00006251228,0.0001199875,0.00003674814,0.0003978618,0.0001440781,0.00004889933,0.0000375518,0.00003582062],"category_scores_gemma":[0.00005922963,0.00005673639,0.00001396205,0.0001514206,0.00003968626,0.0001285511,0.00004757549,0.0002302611,7.578954e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000741863,"about_ca_system_score_gemma":0.000005909463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009166284,"about_ca_topic_score_gemma":0.0004420719,"domain_scores_codex":[0.9996796,0.00001022384,0.0001040925,0.00008870392,0.00003697579,0.00008039438],"domain_scores_gemma":[0.999801,0.00006126517,0.00001645488,0.00006246605,0.00002041301,0.00003841661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008579856,0.00001851106,0.00005612144,0.00003840937,0.00008350099,4.446255e-7,0.0003286072,0.000008965205,0.9876911,0.0004172889,0.006116531,0.005231907],"study_design_scores_gemma":[0.002436838,0.0003163658,0.001600834,0.0001848291,0.0001978029,0.0006084656,0.002655451,0.03937363,0.4610764,0.005521017,0.484957,0.001071357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6060027,0.001526969,0.001699728,0.0002014426,0.0007223876,0.0004498476,0.000009828109,0.0001641351,0.3892229],"genre_scores_gemma":[0.9833671,0.0006997326,0.003443984,0.00002164815,0.00005631724,0.00002048583,0.000001584617,0.00001244384,0.01237663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5266147,"threshold_uncertainty_score":0.3060072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029966629638633,"score_gpt":0.2837744349060665,"score_spread":0.2634747686096801,"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."}}