Potential energy surfaces and predicted infrared spectra for van der Waals complexes: dependence on one intramolecular vibrational coordinate
Bibliographic record
Abstract
Involving the intramolecular vibrational coordinates in the potential energy surfaces and bound states calculations for van der Waals complexes is essential for fully predicting the infrared spectra of the complexes. In this review, we have summarized our recent researches on the potential energy surfaces and predicted infrared spectra of the van der Waals complexes containing a linear molecule and a rare-gas atom or H2 by explicitly involving the dependence of one intramolecular vibrational coordinate related to the transitions in the infrared spectra. By incorporating the potential-optimized discrete variable representation grid points for that coordinate in both potential energy surfaces and bound states calculations for the Kr–H2, He–N2O, H2–N2O, and H2–CO2 complexes, the shift of the band origin, transition frequencies, and line intensities in the observed infrared spectra are reproduced well. Examples of other studies, Ar–HF and H2–OCS, are also reviewed briefly.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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 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".