{"id":"W2178635444","doi":"10.1139/w2012-072","title":"Bioflotation of sulfide minerals with <i>Acidithiobacillus ferrooxidans</i> in relation to copper activation and surface oxidation","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Sphalerite; Chalcopyrite; Sulfur; Pyrrhotite; Sulfide; Chemistry; Sulfide minerals; Copper; Acidithiobacillus ferrooxidans; Pyrite; Acidithiobacillus thiooxidans; Metallurgy; Hydrometallurgy; Inorganic chemistry; Bioleaching; Materials science; Mineralogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142772,0.00007070324,0.0001370408,0.0002331528,0.00002071138,0.000007283771,0.00003468946,0.00007998988,0.00001668649],"category_scores_gemma":[0.00004883714,0.00006056806,0.00001510603,0.0001483221,0.00002177051,0.0002374189,0.000001767835,0.0001267558,0.000003005393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073358,"about_ca_system_score_gemma":0.00005903381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006089036,"about_ca_topic_score_gemma":0.005382035,"domain_scores_codex":[0.9994749,0.00005237708,0.0002543924,0.00004778602,0.00002476421,0.0001458189],"domain_scores_gemma":[0.9996231,0.00003479041,0.00009536049,0.00004159823,0.00006335847,0.0001417799],"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":[0.00001861247,0.000003867712,0.01241178,0.00001142256,0.00001147204,8.770687e-7,0.0005047257,0.007811288,0.9779596,0.00004036506,0.0003129675,0.0009129607],"study_design_scores_gemma":[0.001090741,0.0002591566,0.195518,0.000241159,0.00003122975,0.0004737351,0.0005961286,0.0002928864,0.7793173,0.00001791332,0.02185251,0.0003092457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968351,0.0002863565,0.002211968,0.0001958243,0.0002056219,0.00007462082,0.000006743724,0.000003834071,0.0001799499],"genre_scores_gemma":[0.9983848,0.00001470933,0.001442259,0.00007032376,0.00003721162,4.211513e-7,0.00001384674,0.00000796297,0.00002850513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986423,"threshold_uncertainty_score":0.3003302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221607385376112,"score_gpt":0.2045199625568457,"score_spread":0.1923038887030845,"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."}}