Effects of Dispersion Corrections and Nonlocality on Density Functional Predictions of Pressure-Induced Polymorphic Transitions of Crystalline Diborane
Bibliographic record
Abstract
The role of dispersion interactions in density functional calculations of the relative enthalpies of compressed BH3 polymorphs was investigated using plane-wave and Gaussian basis set codes. Addition of semiempirical atom-pairwise dispersion corrections to generalized gradient approximations (GGAs) was found to have little effect on the relative enthalpies of various boron hydride structures. By contrast, the stability ranking obtained with the nonlocal van der Waals density functional (vdW-DF) of Dion and co-workers was substantially more realistic than the rankings predicted by plain and dispersion-corrected GGAs. Of the functionals tested, only vdW-DF correctly predicts that compressed diborane does not leave the B2H6 motif until at least 20 GPa. This finding serves as direct computational evidence of the thermodynamic stability of molecular B2H6 units in the 0–20 GPa pressure range, an experimental result that until now has been at variance with theoretical predictions.
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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) | 0.000 | 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 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".