Solubility of Fudosteine in Some Pure and Mixed Solvents from (278.15 to 308.15) K
Why this work is in the frame
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Bibliographic record
Abstract
The solubility of fudosteine has been determined in pure methanol, ethanol, water and in mixed solvents of methanol + water and ethanol+ water over the temperature range of (278.15 to 308.15) K at atmosphere pressure. The solubility is high in water, lower in ethanol. In the binary mixtures, the solubility of fudosteine increases with increasing concentration of water. The solubility of fudosteine increases with increasing temperature. The temperature dependence on the solubility data was well-correlated with the modified Apelblat equation, which could be used as a useful model for the purification process of fudosteine.
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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 | 0.001 | 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