Thermodynamic Properties of Mg<sub>2.0</sub>Ni Hydrides
Bibliographic record
Abstract
Thermodynamic properties of hydrides of Mg2.0Ni alloy produced by bulk mechanical alloying were determined from the pressure-composition (PC) isotherms over the temperatures from 623 to 423K In-situ X-ray diffraction studies indicated the hydride formation is accompanied with structural change of Mg2 0Ni host lattice. The van't Hoff plots for the plateau pressures on isotherms clearly indicated the existence of the structural transformation of the hydride at around 525K It is believed that the transformation corresponds to the order/disorder transformation in the hydrogen sublattice In this paper the difference in the thermodynamic properties between the high and low temperature hydrides will be discussed in relation to the hydrogen order/disorder phenomena presumed by studies on structure of Mg2.0Ni hydrides.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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; both teacher heads agree on what is shown here.
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".