{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007257559,0.0002152218,0.0001802686,0.0002345827,0.0001864848,0.0001965881,0.0001925197,0.0002670168,0.0005533118],"category_scores_gemma":[0.00009351911,0.0001094807,0.0001897407,0.0002872991,0.0001241164,0.0001684392,0.0001540201,0.0002331845,0.0001826447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436518,"about_ca_system_score_gemma":0.000355073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117114,"about_ca_topic_score_gemma":0.003572688,"domain_scores_codex":[0.9999385,0.000003568633,0.00000567169,0.00001187949,0.00002149499,0.00001882886],"domain_scores_gemma":[0.9999464,0.000005170511,0.00001657884,0.000006268012,0.00001229507,0.00001337417],"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":[0.00003802213,0.000011383,0.00009126882,0.00003553939,0.000002270045,0.00005903338,0.00001043215,0.0001178779,0.9979264,0.0001049979,0.00002658517,0.001576276],"study_design_scores_gemma":[0.000004143424,0.00005223888,0.000495062,0.000001464295,0.000003968025,0.00005944462,0.000008193533,0.0004713754,0.9980417,0.00001921556,0.000840025,0.000003208985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903287,0.0003051631,0.006337688,0.00005723694,0.00002036598,0.00002688122,0.0001880095,0.0001462419,0.002589675],"genre_scores_gemma":[0.9937888,0.0001819117,0.004393068,0.00001408001,0.000003399189,0.00001083016,0.0001176553,0.00002206418,0.001468171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117114,"threshold_uncertainty_score":0.002221227,"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."}}