Mechanistic diversity in the guest binding with cucurbit[7]uril or octa acid complexes
Bibliographic record
Abstract
Supramolecular systems comprised of non-covalent interactions are reversible in nature. This intrinsic reversibility of these systems is essential in achieving several functions, making it crucial to understand the dynamics of supramolecular systems. However, studies on the dynamics of supramolecular systems have always lagged behind structural and thermodynamic characterization of innumerable supramolecular systems developed. The first objective of this work was to understand the dynamics leading to a shift in the acidity constant (pKa) for 2-aminoanthracenium cation (AH+) upon binding with cucurbit[7]uril (CB[7]) host molecule. The adiabatic deprotonation of free AH+ in water was found to be inhibited in the complex with CB[7]. Different spectral characteristics for the protonated and deprotonated form of the guest molecule were used to understand the mechanism of this pKa shift associated with the binding to CB[7]. The results suggested that the pKa shift upon binding with CB[7] is a result of the slowing down of the deprotonation step in the complex, whereas the association rate constant did not change very much. The second objective of this work was to understand the role of cations on the binding dynamics of the N-phenyl-2-naphthyl amine (Ph-A-Np) binding to CB[7]. Ph-A-Np has two binding sites, which can lead to 1:1 and 2:1 host-guest complexes. The results indicate a switch in the binding mechanism for Ph-A-Np at low and high concentration regimes of sodium ions. Sodium ion was found to reduce the binding affinity of the naphthyl group to CB[7] whereas the complex formed by the phenyl group with CB[7] bound to one sodium ion was found to be stabilized. The final objective of this work was to study how structural changes to a guest molecule can affect the binding dynamics for the formation of a 2:1 “capsule” like complex with octa acid (OA). The dissociation for the OA capsule with pyrene (Py) as the encapsulated guest was shown to happen in 2.7 s previously. Two pyrene derivatives, 1-methylpyrene (MePy) and 1-pyrenemethanol (PyMeOH) were chosen as guest molecules to study the effect of these substituents on pyrene on the capsule dissociation dynamics. The results show that the residence time for the guests in the OA capsule depends on the substituents. For PyMeOH and MePy a shorter and longer residence time respectively in the capsule was observed when compared to Py.
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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) | 0.001 | 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".