Bibliographic record
Abstract
The specific heat ${C}_{p}$ and thermal conductivity $\ensuremath{\kappa}$ of water's high density amorph have been measured as a function of pressure up to $1.2\phantom{\rule{0.3em}{0ex}}\mathrm{GPa}$. ${C}_{p}$ decreases on an increase in the pressure and $\ensuremath{\kappa}$ increases, both approaching a plateau value asymptotically. The decrease in ${C}_{p}$ on an increase in pressure is shown to be due to increase in the phonon frequency. The Debye temperature calculated from the available sound velocity data increases asymptotically with an increase in pressure and increases approximately linearly with an increase in the density of the amorph. The Gr\"uneisen parameter of the high density amorph is 1.3. While the Debye theory explains the variation of ${C}_{p}$ with pressure, it does not seem to do so for the variation of $\ensuremath{\kappa}$ with pressure.
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How this classification was reachedexpand
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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".