The Application Technology of Roadpacker Solidified Limestone Soil
Bibliographic record
Abstract
Roadpacker plus is a liquid cationic-exchanger made from Canada. It can fundamentally change the soil surface's properties by its intense ion. Under pressure, soil's strength format more quickly and has good water resisting property after adding it. So the Roadpacker plus can accelerate the stabilization and strength of soil. 4%, 5%, 6% lime and 0.15ml/m3,0.2 ml/m3, 0.25 ml/m3 Roadpacker plus are separately added in different types of soil. The unconfined compressive strength test, immersion tensile splitting strength test, drying shrinkage test, temperature shrinkage test and environment impact test of the Roadpacker solidified limestone soil are done. Researches on the strength performance including the resistance to drying-shrinkage and temperature shrinkage, the construction curing method and the environment influence. The researches indicate that Roadpacker solidified limestone soil's early strength grows more quickly and it has better resistance to drying shrinkage and temperature shrinkage. Specially, its ductility and crack resistance are better than inorganic binder stabilized soil, simultaneously the Roadpacker can reduce the content of heavy metal in soil. Therefore, as a new environment protection material, Roadpacker solidified limestone soil can be used as the subbase of superhighway or first class highway and the base course of second-class road or lower grade road, specially the country road. The researches offer the design standards of the Roadpacker solidified limestone soil (different types of soil) and the proper ratio of mixture coverage.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".