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Record W4410918562 · doi:10.1021/acs.iecr.4c00707

Nesquehonite Precipitation Kinetics in an MSMPR Crystallizer of the MgO–CO<sub>2</sub>–H<sub>2</sub>O System Issued from Activated Serpentine Carbonation

2025· article· en· W4410918562 on OpenAlexafffund
Sirine Guermech, Ilies Tebbiche, Lan Huong Tran, Julien Mocellin, Guy Mercier, Louis-César Pasquier

Bibliographic record

VenueIndustrial & Engineering Chemistry Research · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicCO2 Sequestration and Geologic Interactions
Canadian institutionsInstitut National de la Recherche Scientifique
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsCarbonationKineticsPrecipitationChemistryChemical engineeringMineralogyThermodynamicsMeteorologyOrganic chemistryPhysics

Abstract

fetched live from OpenAlex

For the first time, continuous nesquehonite precipitation was investigated. The context of this study is indirect aqueous carbonation. The precipitation was operated in a mixed suspension-mixed product removal (MSMPR) crystallizer. The investigated temperature was 40 °C, but the study also covered 50, 60, and 65 °C for comparison purposes. In a continuous mode, the nesquehonite grains obtained are a perfect spherical assemblage of needles instead of the individual needles usually obtained in batch mode. During precipitations in the MSMPR crystallizer, growth dispersion was noticed when supersaturation values were greater than 20. Growth dispersion is attributed to the high density of dislocation screw sites induced by high supersaturation. Meanwhile, for the idealized MSMPR tests, the linear growth rate varied from 1.11 × 10 –8 to 2.22 × 10 –7 m·s –1 . Volumetric growth rates varied from 5.13 × 10 –17 to 2.63 × 10 –15 m 3 ·s –1 . Primary nucleation varied from 8.06 × 10 04 and 7.02 × 10 05 number·m –3 ·s –1 . Finally, the agglomeration kernel varied from 3.38 × 10 –11 to 6.94 × 10 –8 m 3 ·number –1 ·s –1 . The growth of the crystals is a limited transport growth. It is also found that agglomeration suppresses primary nucleation. In addition, agglomeration is negatively affected by high solid density due to attrition.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.726

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.034
GPT teacher head0.301
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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