{"id":"W4234392083","doi":"10.17758/eares8.eap1119272","title":"Chalcopyrite Dissolution in and Fe Speciation Sulphate System pH: 1.0 at Room Temperature","year":2019,"lang":"en","type":"article","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"University of Johannesburg; North-West University","keywords":"Dissolution; Chalcopyrite; Genetic algorithm; Environmental chemistry; Chemistry; Metallurgy; Environmental science; Materials science; Copper; Physical chemistry; Ecology","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":[0.0001267279,0.0002622003,0.0001468352,0.0001070203,0.0001641887,0.0001649795,0.0001345267,0.0002125472,0.0009542488],"category_scores_gemma":[0.000203279,0.0001187236,0.0001022318,0.000145557,0.0001378309,0.0001513076,0.00008378029,0.0002439691,0.0001987606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222792,"about_ca_system_score_gemma":0.0002479749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440683,"about_ca_topic_score_gemma":0.003511028,"domain_scores_codex":[0.9999089,0.00001314209,0.000005231503,0.00002211992,0.00002717415,0.00002339754],"domain_scores_gemma":[0.9999419,0.00001298597,0.00001302764,0.000004474748,0.00001918761,0.000008383012],"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":[0.0001377506,0.000007528458,0.0003108719,0.000031526,0.000003007977,0.0000480429,0.00002849853,0.00009243544,0.9986871,0.00001970295,0.00002360751,0.0006099506],"study_design_scores_gemma":[0.000008101049,0.0002398755,0.004243396,0.000004346302,0.000006956959,0.00007551856,0.00004895007,0.0005783581,0.9941328,0.00002370672,0.0006320345,0.000005914309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979917,0.0002085423,0.0007677585,0.00002279032,0.000008876604,0.00001006158,0.0002661998,0.00003247855,0.0006916166],"genre_scores_gemma":[0.9968081,0.0002122769,0.0008820266,0.000009339166,0.000004313755,0.0000110378,0.000380139,0.000007843276,0.001684914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440683,"threshold_uncertainty_score":0.004852951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005131666806868483,"score_gpt":0.1874088376504927,"score_spread":0.1822771708436242,"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."}}