{"id":"W3181232273","doi":"10.1021/acs.est.1c01570","title":"Carbonation, Cementation, and Stabilization of Ultramafic Mine Tailings","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"SGS (Canada); Trent University","funders":"Environmental Careers Organization of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Brucite; Tailings; Carbonation; Cementation (geology); Carbonate; Carbon dioxide; Geology; Chemistry; Cement; Metallurgy; Materials science; Magnesium","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":[0.0001394989,0.0003207707,0.0001361555,0.0003065852,0.0002276957,0.0002567371,0.000244248,0.0002713532,0.0005010131],"category_scores_gemma":[0.0002167535,0.0001124154,0.0001590955,0.0001861906,0.0002030822,0.0002406062,0.0002394039,0.0002889765,0.0001043954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874745,"about_ca_system_score_gemma":0.0002366969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125853,"about_ca_topic_score_gemma":0.01029713,"domain_scores_codex":[0.999809,0.00001397738,0.00001089463,0.00003892738,0.00008753156,0.00003984808],"domain_scores_gemma":[0.9998854,0.00001195801,0.00003595689,0.000007766611,0.00003944951,0.00001941515],"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":[0.0000591516,0.00001644311,0.001523375,0.00005737913,0.000004910202,0.0000699476,0.00002329476,0.0006464944,0.9943684,0.00006338747,0.00005588325,0.003111484],"study_design_scores_gemma":[0.000004067328,0.0001635039,0.009591855,0.000007345907,0.000008292627,0.00009513272,0.00004602178,0.00308991,0.985357,0.00005495404,0.001573519,0.000008321257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972305,0.000273918,0.001636692,0.00002530957,0.000005704141,0.00001220245,0.00009114196,0.00003931397,0.0006852929],"genre_scores_gemma":[0.9983156,0.000152055,0.000861744,0.00001206698,0.000002285114,0.00000590002,0.00007056441,0.000008003163,0.0005718136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003125853,"threshold_uncertainty_score":0.006215274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004968581180554352,"score_gpt":0.2226025363451438,"score_spread":0.2176339551645895,"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."}}