{"id":"W4404487267","doi":"10.1007/978-3-031-67398-6_195","title":"Application of Biohydrometallurgy in Carbon Capture, Utilization, and Storage (CCUS): Carbonate Precipitation by Bacillus subtilis as a Biocatalyst Using Calcium-Enriched Pregnant Leach Solutions from Steel Slag Bioleaching","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bioleaching; Bacillus subtilis; Precipitation; Calcium carbonate; Carbon fibers; Chemistry; Carbonate; Waste management; Metallurgy; Environmental science; Materials science; Bacteria; Geology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003888251,0.0006387617,0.0007284039,0.0008780472,0.00007872154,0.00009003774,0.0001948627,0.0006961661,0.00005454007],"category_scores_gemma":[0.00003639398,0.0006220227,0.0001641257,0.0002964574,0.0001099757,0.0002376147,0.0001065775,0.000745552,0.00001491196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819244,"about_ca_system_score_gemma":0.00006329275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008873678,"about_ca_topic_score_gemma":0.001018057,"domain_scores_codex":[0.9973788,0.00005778632,0.001008468,0.0007837321,0.0004143633,0.0003568483],"domain_scores_gemma":[0.9989769,0.0001009592,0.0002842745,0.000396728,0.00009306185,0.0001480342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004800339,0.0001092165,0.0000401275,0.001043667,0.0007987713,0.00001911583,0.00158264,0.01554058,0.9390069,0.02349071,0.00008552988,0.01823468],"study_design_scores_gemma":[0.0005203625,0.00004776183,0.0000833966,0.000761421,0.0004676092,0.00001928264,0.0003061107,0.9765056,0.00386938,0.002670928,0.01370865,0.00103946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1866367,0.1746516,0.1802637,0.0001625507,0.003272288,0.005938365,0.002513024,0.00230721,0.4442545],"genre_scores_gemma":[0.9783556,0.001163701,0.0004811368,0.000014637,0.00008318565,0.00004086279,0.001670352,0.0001764437,0.01801408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.960965,"threshold_uncertainty_score":0.9996231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428752865084041,"score_gpt":0.2499702913861646,"score_spread":0.2156827627353241,"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."}}