{"id":"W2894289867","doi":"10.2320/matertrans.m2018247","title":"Chalcopyrite Bioleaching Using Adapted Mesophilic Microorganisms: Effects of Temperature, Pulp Density, and Initial Ferrous Concentrations","year":2018,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioleaching; Chalcopyrite; Ferrous; Leaching (pedology); Mesophile; Dissolution; Copper; Copper extraction techniques; Ferric; Metallurgy; Pulp (tooth); Chemistry; Materials science; Nuclear chemistry; Bacteria","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":[0.0001284488,0.0001810375,0.0002617014,0.0001180013,0.0002607076,0.00008620698,0.00006311412,0.0001365757,0.0001989395],"category_scores_gemma":[0.00001354809,0.0001787982,0.00004436452,0.0001404444,0.00009775709,0.0002136729,0.000005791147,0.000139962,0.000009854972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002648619,"about_ca_system_score_gemma":0.00001775062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009100942,"about_ca_topic_score_gemma":0.00005021139,"domain_scores_codex":[0.999137,0.00008206104,0.0003113828,0.0001735043,0.00009622161,0.0001998018],"domain_scores_gemma":[0.9996371,0.00004370706,0.00005093002,0.0001361735,0.00005340507,0.00007874137],"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":[0.00001448561,0.0000269771,0.000005920064,0.0001331242,0.00005991363,0.00000363632,0.0004024913,0.0001221398,0.9985191,0.0001129857,0.000005917619,0.000593365],"study_design_scores_gemma":[0.000346139,0.00005209237,0.0004161461,0.00009577857,0.00008932539,0.00007383045,0.00009306664,0.001208623,0.9972383,0.00004338739,0.0001667179,0.0001766008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572409,0.0002065501,0.04050924,0.00002355258,0.001392137,0.0002246953,0.00004795737,0.0001992568,0.0001556801],"genre_scores_gemma":[0.9980751,0.00007319617,0.001509034,0.00004211171,0.0002289136,0.000006084483,0.00001682946,0.00003354735,0.00001518138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083417,"threshold_uncertainty_score":0.7291179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403753719267527,"score_gpt":0.2437273796246746,"score_spread":0.2296898424319993,"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."}}