Ultra-Microporous Zinc-Diaminotriazolate-Oxalate Metal Organic Framework with Nonlayered-Pillared Structure Showing High Carbon Dioxide Uptakes at Low Partial Pressures
Bibliographic record
Abstract
We report a zinc-diaminotriazolato-oxalate metal–organic framework (IISERP-MOF36, 1) inspired by the exceptional CO 2 selectivity demonstrated by its triazolate analogue, CALF-20. Unlike the CALF-20 family, 1 adopts a nonlayered, pillared structure, despite their similar composition. The 1D ultramicroporous channels in this MOF enhance strong interactions with the carbon dioxide CO 2 . Additionally, the t-shaped orientation of CO 2 molecules within the pores promotes cooperative CO 2 –CO 2 interactions, resulting in superior low-pressure CO 2 uptake compared to that of CALF-20. This suggests that 1 has potential as a sorbent in applications such as the natural gas combined cycle or direct air capture. However, despite its structural and compositional similarities to CALF-20, 1 exhibits reduced hydrophobicity due to subtle differences in the pore environment. These findings open possibilities for designing advanced sorbents combining the best characteristics of both of these MOFs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 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".