{"id":"W4390914200","doi":"10.3390/min14010097","title":"Integration of Modified Solvay Process for Sodium Bicarbonate Synthesis from Saline Brines with Steelmaking for Utilization of Electric Arc Furnace Slag in CO2 Sequestration and Reagent Regeneration","year":2024,"lang":"en","type":"article","venue":"Minerals","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Steelmaking; Carbonation; Slag (welding); Ammonium bicarbonate; Carbon sequestration; Hydrotalcite; Electric arc furnace; Metallurgy; Chemistry; Environmental science; Chemical engineering; Carbon dioxide; Pulp and paper industry; Waste management; Materials science; Environmental chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002153636,0.000347107,0.0003017862,0.0002689314,0.00017271,0.0003023337,0.0002536475,0.0003555095,0.0007869994],"category_scores_gemma":[0.0001755267,0.0001384433,0.0003790832,0.0002263718,0.0002067386,0.0004112506,0.0003035881,0.0003809921,0.0003757834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444499,"about_ca_system_score_gemma":0.0003206029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705728,"about_ca_topic_score_gemma":0.00268455,"domain_scores_codex":[0.9998199,0.00002061911,0.00001978591,0.00004152332,0.00007016949,0.00002793503],"domain_scores_gemma":[0.9999338,0.000009952457,0.00002074691,0.000007861089,0.00001909951,0.000008558462],"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":[0.00004187096,0.000013638,0.0001748753,0.0000950755,0.000005463875,0.00005550234,0.00001658071,0.0001630073,0.9969066,0.0001237949,0.00002367535,0.002380011],"study_design_scores_gemma":[0.000006498423,0.0001316068,0.0005655167,0.000004103072,0.000008128361,0.00008435412,0.00002067717,0.001020966,0.9963918,0.0000382415,0.001721794,0.000006331768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734176,0.001109547,0.02257325,0.0001049674,0.00005212455,0.00008242242,0.0001901206,0.000168677,0.002301286],"genre_scores_gemma":[0.9783493,0.0005532285,0.01940392,0.00003484122,0.00001031476,0.00003400915,0.0001576739,0.00003168084,0.001425047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007869994,"threshold_uncertainty_score":0.002632737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499641399000283,"score_gpt":0.3129624971913294,"score_spread":0.2579660832013266,"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."}}