B <sub>13</sub> <sup>+</sup> is a Tri‐Spoke Wheel: A New Revelation through Electronic Structure Analysis
Bibliographic record
Abstract
Abstract B 13 + cluster has drawn considerable attention of the scientific community due to its promising molecular motor behaviour where the outer ring of ten boron atoms freely rotates around a triangular core. During this rotor action, the cluster undergoes successive transformation between a transition state (TS) and a global minimum energy state (GS). The electron density distribution analysis reveals that the core is connected to the periphery at three regions by concentrated high electron density paths making the topology of the cluster analogous to that of a tri‐spoke wheel. Also the periphery and core act as two quasi‐independent entities. The pathway of inter conversion between TS and GS has been studied through surface electron density distribution, atomic connectivity index (CI), Fuzzy bond order (FBO), electron localization function (ELF), atom in molecules (AIM) analysis. The electron localization function (ELF) analysis has revealed that electron in GS is more globally delocalized compared to TS making it more stable.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".