Tilt grain boundary energy in 〈0001〉/<i>φ</i> bicrystals of pure ice
Bibliographic record
Abstract
This work presents measurements of the relative energy ( γ gb / γ s ) of the tilt grain boundary (GB) in pure ice bicrystals with crystalline misorientation 〈0001〉/ φ. The GBs had different inclinations and were annealed at −5 °C and −18 °C. A GB structure model called the facet model (FM) was applied. The FM assumes that the GB is composed of facets. The facets are oriented with the principal faces of the cell primitive of the coincident site lattice (CSL). The CSL is associated with the bicrystalline misorientation. In general, ( γ gb / γ s ) varies by more than one order of magnitude between temperatures −5 °C ( γ gb / γ s ~ 0.03) and −18 °C ( γ gb / γ s ~ 0.35), so GB structural changes are very noticeable with temperature. The GB energy does not depend on the inclination at temperatures near 0 °C, while the dependence on inclination presents a slight significance at −18 °C. Finally, it was observed that the GB relative energy ( γ gb / γ s ) for bicrystalline 〈0001〉/ φ samples is lower than the relative energy at other crystalline misorientations. These experimental data are unique and could explain the slow GB migration in 〈0001〉/ φ bicrystals and they could help to understand grain growth in polar ice where the most frequent crystalline misorientation is 〈0001〉/ φ.
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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) | 0.003 | 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".