{"id":"W4407834854","doi":"10.1016/j.psep.2025.106938","title":"Synthesis of multi-morphology anhydrous MgCO3 from brucite solid waste employing molecular effect on CO2 conversion via biodegradable chelating-system","year":2025,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Anhydrous; Brucite; Chelation; Chemistry; Morphology (biology); Chemical engineering; Materials science; Magnesium; Organic chemistry; Geology; Engineering","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":[0.0002627298,0.0001797038,0.0002654989,0.0001016191,0.0002300117,0.00002353137,0.00006961638,0.0001537221,0.00006500992],"category_scores_gemma":[0.00003441235,0.0001699217,0.00005332609,0.0001216345,0.0001302558,0.0001677252,0.0000581897,0.000113072,0.00001680466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700544,"about_ca_system_score_gemma":0.000009087938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002502285,"about_ca_topic_score_gemma":0.000003834148,"domain_scores_codex":[0.9987634,0.0001548457,0.00032317,0.0004030168,0.0001872793,0.0001682518],"domain_scores_gemma":[0.9995503,0.00005424584,0.0001971187,0.0001423764,0.00001102561,0.00004497126],"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":[0.0005900638,0.0000715831,0.000405276,0.0004534714,0.00001388658,0.000002512924,0.0001020987,0.008093607,0.9887799,0.00001397779,6.97843e-7,0.001472927],"study_design_scores_gemma":[0.0008041617,0.0002108146,0.000417965,0.000298933,0.0000474944,0.000006924884,0.0002282465,0.07664303,0.9211388,0.000039549,0.00002124939,0.0001428022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125522,0.0001275381,0.08628739,0.00004001439,0.0001433769,0.0005343003,0.00006825565,0.00007059934,0.000176315],"genre_scores_gemma":[0.9996499,0.00002568615,0.00008985683,0.0000429434,0.00001600272,0.00007615054,0.00004566448,0.00001574966,0.00003801203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08709772,"threshold_uncertainty_score":0.6929204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493674512710455,"score_gpt":0.2110712365256003,"score_spread":0.2045775620128898,"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."}}