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Carbonation-activated microstructural refinement in GUL-GGBFS blended mortars: Shrinkage mitigation and strength enhancement

2025· article· en· W4414675191 on OpenAlexafffund
Lei Ma, Daman K. Panesar

Bibliographic record

VenueCement and Concrete Composites · 2025
Typearticle
Languageen
FieldEngineering
TopicConcrete and Cement Materials Research
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsUniversity of TorontoCement Association of Canada
KeywordsCarbonationCompressive strengthShrinkageGround granulated blast-furnace slagCuring (chemistry)Thermogravimetric analysisCementPozzolanic activity

Abstract

fetched live from OpenAlex

Carbonation curing, a potential method for achieving carbon-neutral concrete, enables cement-based materials to react with CO 2 and form stable carbonates. The objective of this study is to investigate the volume stability and microstructural changes of mortars exposed to drying (0.04 % ± 0.001 %) and accelerated carbonation (3 % ± 0.5 %). Five mixtures with general use limestone cement (GUL) and up to 80 % ground granulated blast furnace slag (GGBFS) replacement were analyzed. Macroscopic properties, including compressive strength and shrinkage, were assessed up to 174 days. Mineralogical composition was analyzed via X-ray diffraction (XRD) and thermogravimetric analysis (TG). Pore structures were investigated using X-ray computed tomography (XCT) and dynamic vapor sorption (DVS). Results indicate that 80 % GGBFS reduced 28-day compressive strength by 65.6 % compared to 0 % GGBFS under drying, while accelerated carbonation compensates for this reduction, increasing 46.9 % compressive strength as GGBFS rises from 0 % to 40 % due to pore refinement from calcite and dolomite formation. Accelerated carbonation increases shrinkage by 49.2 % in specimens with 0 % GGBFS, whereas incorporating over 40 % GGBFS reduced shrinkage by 20.3 %. Although carbonation densified the pore structure and limited CO 2 ingress, specimens with GGBFS showed higher carbonation rates attributed to the lower Ca(OH) 2 from cement dilution and pozzolanic reactions. XCT further revealed crack in high-GGBFS mixes (60 % and 80 %) after carbonation, which critically compromised their strength and durability. This study demonstrates that moderate GGBFS replacement combined with carbonation curing can improve strength and shrinkage resistance while advancing carbon-neutral construction.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.020
Threshold uncertainty score0.830

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.006
GPT teacher head0.232
Teacher spread0.225 · 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".

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Citations2
Published2025
Admission routes2
Has abstractyes

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