Electronic Structure and Physical Properties of Hf<sub>5</sub>Sb<sub>9</sub> containing a Unique T Net of Sb Atoms
Bibliographic record
Abstract
Abstract Hf5Sb9 was the first and thus far only example of an inorganic material that contains a pure T net, i.e. a planar layer of three‐bonded Sb atoms. It crystallizes in a super structure of the ZrSiS type, wherein the originally square layers are diluted and deformed to form said T net. Each Sb atom of this net, labeled Sb3, is connected to three symmetry equivalent Sb atoms at distances of about 3Å, reminiscent of molecular T examples such as BrF3. According to electronic structure calculations, these three Sb3–Sb3 interactions correspond to medium strong bonds. Hf5Sb9 is a high‐temperature antimonide that decomposes slowly under formation of HfSb2 at intermediate temperatures such as 750 °C, while it can be stored literally for years at room temperature. Like all other studied binary hafnium antimonides, Hf5Sb9 is metallic with a small Seebeck coefficient.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".