Development and evaluation of new efficient sulfur solvent system in sulfur gas well
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 dimethyl dissulfide(DMDS) compounded with diarylethenes dissulfide(DADS)and catalyst PT was added to get better sulfur solvent formula,which was effective to elemental sulfur in sulfur gas well.When the dosage of PT in DMDS-DADS-PT was 15%,pressure was 0.10 MPa,stirring speed was 420 r/min,the experiment had the results that when temperature was 25 ℃,the solubility of DMDS-DADS-PT was 173.6%,with time of 2.52 min;when temperature was 90 ℃,the solubility of DMDS-DADS-PT was 600.3%,with time of 0.55 min.The performance of DMDS-DADS-PT was superior to sulfur solvents of SULFA-HITECH from America and DMDS-DMF-NaHS from Canada.
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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) | 0.000 | 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