Application of curing compounds on concrete pavements
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The concrete hardening process should take place in a manner that provides optimum hydration development, which can be achieved through proper curing practices. Since curing of concrete is essential at controlling its mechanical and durability performance during service, the aim of this research was to assess the effect of different curing compound applications on the behavior of field pavement, and thus projecting its long-term durability. The study involved experiments on cores extracted from recently constructed pavement sections in comparison to corresponding specimens produced from similar concrete under laboratory conditions. Absorption, rapid chloride penetrability, thermogravimetry, mercury intrusion porosimetry, and scanning electron microscopy tests were conducted on cores and specimens to study the effect of the different curing compound applications. The overall trends indicate that applying a thorough coat of curing compound is essential to ensure moisture retention in concrete for efficient hydration reactions and microstructural development.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it