Determination and correlation of solubility and dissolution thermodynamics of m‐toluic acid and isophthalic acid in binary (water plus ethanoic acid) solvent mixtures
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The solubilities of m‐toluic acid (m‐TA) from 313.2 to 383.2 K, as well as those of isophthalic acid (IPA) from 373.2 to 463.2 K in water, ethanoic acid, and their mixtures were measured by the steady‐state method. The modified Apelblat equation was used to correlate the experimental solubilities of m‐TA, as well as those of IPA. The F‐test shows that the modified Apelblat equation is suitable to model the solubilities of m‐TA and IPA, respectively. Based on the determined solubility data, the thermodynamic parameters including the apparent molar enthalpy and entropy concerning solute dissolution were further calculated. We hope that the solubility data and related thermodynamic parameters can provide valuable insights into the design and optimization of the industrial manufacture of IPA.
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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