{"id":"W4206329782","doi":"10.3791/55062-v","title":"Two-way Valorization of Blast Furnace Slag: Synthesis of Precipitated Calcium Carbonate and Zeolitic Heavy Metal Adsorbent","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Sheridan College","funders":"","keywords":"Ground granulated blast-furnace slag; Leaching (pedology); Chemistry; Adsorption; Analcime; Calcium carbonate; Nuclear chemistry; Extraction (chemistry); Materials science; Chemical engineering; Zeolite; Metallurgy; Cement; Chromatography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003151945,0.0001215516,0.0003136974,0.00007409248,0.0001237116,0.00003215959,0.0002076512,0.00004840799,0.000748623],"category_scores_gemma":[0.0002638118,0.000100247,0.000106314,0.0000538031,0.0002275103,0.0004090111,0.0001037916,0.00009555562,0.000006977139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000845921,"about_ca_system_score_gemma":0.00002294912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004577296,"about_ca_topic_score_gemma":0.00002244245,"domain_scores_codex":[0.9986305,0.0001274117,0.0005951123,0.0001291723,0.0003725546,0.000145294],"domain_scores_gemma":[0.9985219,0.00007629693,0.001020317,0.0001952576,0.00007973965,0.0001065361],"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":[0.0004634849,0.0006392518,0.01315973,0.00002113613,0.0001966742,0.00001490952,0.002492025,0.0004432076,0.9808253,0.0006304021,0.000167055,0.0009468014],"study_design_scores_gemma":[0.001393113,0.0004239503,0.04920876,0.0001110632,0.0001023582,0.00005480623,0.0007896952,0.001606047,0.9455529,0.0003140065,0.0003043305,0.0001389097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929092,0.0000723297,0.0004426483,0.000136009,0.000371657,0.0001196558,0.000006596727,0.000004942512,0.005936993],"genre_scores_gemma":[0.998575,0.00004989933,0.001048777,0.00002243622,0.00003396239,0.000004889167,0.000001153582,0.000008408764,0.0002554962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03604903,"threshold_uncertainty_score":0.8196897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577482342626686,"score_gpt":0.4025266287270075,"score_spread":0.3667518053007406,"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."}}