Experimental and Computational Investigations of Chalcogen Bonding
Bibliographic record
Abstract
Chalcogen bonding (ChB) is a particular case of secondary bonding centred on heavy group-16 elements. It is almost exclusively identified through crystallography by measuring interatomic distances intermediate between single-bond averages and the sum of van der Waals radii. However, there is significant recent progress in discerning its signatures using spectroscopic techniques such as multinuclear NMR. This M.Sc. thesis describes progress in two research projects on chalcogen bonding. The first examined the effect of halogenation on the aggregation of 3-methyl-5-phenyl 1-2-tellurazole 2-oxide. The second examined the strengthening of ChB interaction between molecules of benzo-1,2-chalcogenazole 2-oxides by chlorination. The bromination of 3-methyl-5-phenyl 1-2-tellurazole 2-oxide yielded 3,3,3-tri-bromo-3-methyl-5-phenyl-1,2-tellurazole-2-anole. Four unique crystal structures were obtained with the most promising being the dimeric structure. Deprotonation was unsuccessfully attempted although yielded 2 unique crystal structures co-crystallized with proton-sponge. Iodination of 3-methyl-5-phenyl 1-2-tellurazole 2-oxide was also performed, resulting in a mixed tetrameric aggregate containing two molecules of 3-methyl-5-phenyl 1-2-tellurazole 2-oxide and two 1,1-di-iodo-3-methyl-5-phenyl 1-2-tellurazole 2-oxide molecules. DFT investigations into the electronic properties, thermodynamics of aggregation, and basicity were performed. Similar to the chlorinated derivative, the most favourable aggregate to form is the hetero-tetramer with two brominated or iodinated molecules and 2 non-halogenated molecules. The reaction of benzo 1,2-sellenazole 2-oxide with SO2Cl2 and benzo 1,2-tellurazole 2-oxide with HCl followed by SO2Cl2 yielded halogenated derivatives of each molecule in which the chalcogen was oxidized from Ch(II) to Ch(IV). In the selenium derivative, an unexpected chlorination occurred on the heterocycle of the molecule. Crystal structures were obtained for each chlorinated product where dimeric interactions were observed. DFT calculations show how the electronic and orbital mixing contributions to the ChB interactions are enhanced upon halogenation. Gibbs free energy of aggregation is most negative for a mixed structure in which two chlorinated molecules and two unchlorinated molecules are linked.
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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 | 0.002 |
| 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) | 0.023 | 0.001 |
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".