Study of phosphogypsum-fly ash-lime solidified material
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Bibliographic record
Abstract
A new type solidified material chiefly composed with phosphogypsum fly ash lime is prepared in this paper.Its mix proportion is optimized.It is submitted that the ratio of phosphogypsum and fly ash about 1∶1 and the content of solidified material made of lime about 6%~8% is the optimum mix proportion.This kind of solidified material can be used as road base course material when its compacting ratio is 93%～96%.It can be used as sub base material when tis compacting ratio is around 93%.Crushed stone stabilized with it can be used as road base material too.Microstructure of this kind of materials is observed with SEM and its strength forming mechanism is discussed.
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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) | 0.001 | 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) | 0.001 | 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