Pressure Selected Reactivity and Kinetics Deduced from Photoinduced Dissociation of Ethylene Glycol
Bibliographic record
Abstract
The photon-induced reactivity of liquid ethylene glycol (EG) was investigated in a diamond anvil cell at pressures up to ∼4 GPa and ambient temperature. The near-UV radiation at λ = 350 nm was employed to photodissociate EG via the two-photon absorption processes. The reaction evolution was monitored as a function of time and the reaction products were characterized by using in situ FTIR spectroscopy. At low initial loading pressures, the IR spectra show two distinctive sets of profile evaluations indicating sequential photoinduced chemical reactions, which are designated as primary and secondary photochemical processes, respectively. By careful examination of the characteristic IR bands and possible reaction pathways, over ten species as the primary and secondary reaction products were unambiguously identified. Significantly, we found that one of the photodissociation product CO2 forms specific clathrate hydrate structures or clusters that are both time- and pressure-dependent, indicating interesting and unique sequestration behavior of CO2 at high pressures. Quantitative analysis on selective reaction products allows detailed reaction kinetics involving competitive reaction channels to be probed. In particular, the type and quantity of reaction products as well as the kinetics were found highly pressure dependent. Moreover, the pressure variation of the system along the reaction progression allows the interpretation of possible reaction mechanisms of photodissociation of EG under high pressures.
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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".