QTAIM–DI–VISAB computational study on the Diels–Alder reaction of cyclopentadiene — On the nature of the so-called secondary orbital interactions
Bibliographic record
Abstract
We have undertaken a QTAIM–DI–VISAB computational study of the dimerization of cyclopentadiene (1), the archetypal example of a Diels–Alder reaction that has been studied experimentally and computationally. Secondary orbital interactions (SOIs) that have gained acceptance in the interpretation of stereoselectivities seen in many cycloaddition reactions have been used to account for the fact that the endo isomer was the kinetic product of the reaction. To this point, “classical” MO analyses along with a variety of arbitrarily assigned solid and dashed lines (solid lines and bold dashes for “primary” interactions and dashed and dotted lines to differentiate between different SOI schemes) have been used in an attempt to describe the bonding of the transition states. Yet, the existence of SOIs has been challenged. Our interest in applying QTAIM to fundamental chemical problems in physical organic chemistry, with the goal of refining our knowledge of the bonding in transition-states and ground-state molecules while obviating the need to use a variety of confusing arbitrarily assigned dashed and dotted lines, led us to a QTAIM–DI–VISAB computational study of the endo and exo dimerizations of 1 at the DFT B3PW91 and MPW1PW91 levels. We have characterized the bonding interactions between cyclopentadiene rings in the various transition states and show that “normal” bonds are present where SOIs have been considered to exist. There is no need to use different types of dashed and dotted lines. An analysis of the changes in atom energies revealed that the significant destabilization of the carbon atoms in achieving the TSs (potentially leading to a very high barrier) is ameliorated by a stabilization of the hydrogen atoms leading to the relatively low barrier for the D–A reaction.Key words: cyclopentadiene dimerization, bispericyclic transition states, DFT calculations, QTAIM–DI–VISAB analysis, bonding, atom energy analysis.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| 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 | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".