Vapor−Liquid Water−Hydrate Equilibrium Data for the System N<sub>2</sub> + CO<sub>2</sub> + H<sub>2</sub>O
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
Three phase equilibrium conditions for the N 2 + CO 2 + H 2 O system in vapor−liquid water−hydrate (V−L W −H) equilibrium were determined. The temperature and pressure conditions studied were in the range of (275 to 283) K and (2.0 to 22.4) MPa, respectively. As the system has 2 degrees of freedom, pressure and temperature were fixed, and gas composition was measured when equilibrium was achieved. The collected data represent points on an equilibrium plane. It was found that along any given isotherm on the plane the hydrate equilibrium pressure increases with increasing mole fraction of nitrogen in the gas phase.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| 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 | 0.004 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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