Database Investigation of Halogen Bonding and Halogen···Halogen Interactions between Porphyrins: Emergence of Robust Supramolecular Motifs and Frameworks
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Bibliographic record
Abstract
We provide a Cambridge Structural Database (CSD) analysis of the role of halogen bonds and halogen···halogen interactions in the solid-state structures of porphyrins. This survey provides a detailed view of halogens in porphyrin self-assembly, highlighting interaction motifs beyond the often considered iodine-based halogen bonds. Particularly notable are the observations of self-assembly through β-positioned substituents, the role of the pyrrole π-system as a halogen bond acceptor, and an abundance of chlorine-based halogen···halogen and halogen-bonding motifs. This overview enabled the observation and systematic classification of complex, multipoint recognition motifs in halogen-based architectures. Similarly to synthons in hydrogen-bonded crystal engineering, these motifs appear in discrete molecular assemblies and can also underlie the formation of two- and three-dimensional frameworks. The systematic categorization of these robust motifs provides a foundation for the design of complex halogen-based supramolecular architectures.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it