Rheological Properties of Short-Term Aged Foamed Asphalt Modified with Nano Hydrated Lime
Bibliographic record
Abstract
This study was initiated with an objective to address the rheological properties of the short-term aged foamed Warm Mix Asphalt (WMA) binders modified with Nano-sized Hydrated Lime (NHL). NHL material was fabricated with two particle sizes of 50 nanometers (nm) and 100nm. Regular Hydrated Lime (RHL) also was used in this study to address the effectiveness of the newly fabricated material, NHL, in comparison to the traditionally used hydrated lime material (i.e., RHL). The Dispersive X-ray Spectroscopy (EDX) technique was employed to study the dispersion and deagglomeration of NHL particles into the admixture. To accomplish the objective of this study, the frequency sweep test - using a Dynamic Shear Rheometer (DSR) machine - was performed to measure the complex shear modulus of short-term aged binders. The overall results reveal that the usage of NHL could be an effective way over RHL to enhance the rheological properties of the asphalt binder.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".