Pressure−Density−Temperature Behavior of CO<sub>2</sub>/Acetone, CO<sub>2</sub>/Toluene, and CO<sub>2</sub>/Monochlorobenzene Mixtures in the Near-Critical Region
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
An isochoric technique was used to perform P − ρ − T measurements of CO 2 /acetone, CO 2 /toluene, and CO 2 /monochlorobenzene mixtures where the mol fraction of CO 2 is 0.9 at temperatures from 313.2 to 393.2 K, the density of mixtures varied from 2.91 to 15.77 mol/L, and the determined pressure ranged from 4.19 to 43.06 MPa. The dew points for the above mixtures were also obtained using a visual observation method. The Peng−Robinson equation of state was used to represent the experimental data, and a good agreement was obtained between experimental data and correlated results.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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