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Record W4390947076 · doi:10.26434/chemrxiv-2024-z5sr4

Revisiting the Reactivity of the Dismissed Hydrogen Atom Transfer Catalyst Succinimide-N-oxyl

2024· preprint· en· W4390947076 on OpenAlexafffund
Cheng Yang, Luke A. Farmer, Derek A. Pratt, Stephen Maldonado, Corey R. J. Stephenson

Bibliographic record

VenueChemRxiv · 2024
Typepreprint
Languageen
FieldChemistry
TopicOxidative Organic Chemistry Reactions
Canadian institutionsUniversity of Ottawa
FundersDivision of Chemical, Bioengineering, Environmental, and Transport SystemsNatural Sciences and Engineering Research Council of CanadaAlliance de recherche numérique du CanadaNational Science Foundation
KeywordsChemistryCatalysisSuccinimideReactivity (psychology)Hydrogen atomDissociation (chemistry)Bond-dissociation energyRadicalTransition stateComputational chemistryOrganic chemistry

Abstract

fetched live from OpenAlex

Phthalimide-N-oxyl (PINO) and related radicals are promising catalysts for C-H functionalization reactions. To date, only a small number of N-oxyl derivatives have demonstrated improved activities over PINO. We postulate that the lack of success in identifying superior catalysts is associated not only with challenges in the design and synthesis of new structures, but also the way catalysts are evaluated and utilized. Catalyst evaluation typically relies on the use of chemical oxidants to generate N-oxyl radicals from their parent N-hydroxy compounds. We put forth an example where a potential-controlled electrochemical analy-sis reveals that succinimide-N-oxyl (SINO) compares favorably to PINO as a hydrogen atom transfer catalyst – in contrast to previous claims based on other approaches. Furthermore, our efforts to understand the basis for the greater reactivity of SINO relative to PINO have shed further light on the interplay of thermodynamic and kinetic factors in these HAT reactions and sug-gest that transition state (TS) polarization is a particularly important consideration. This is illustrated by the essentially identi-cal reactivity of tetrachloro-PINO and SINO despite the significantly greater thermodynamic driving force in the reactions of the latter. Such measures of HAT TS polarization (i.e., proton affinity of the N-oxide anion) may be useful parameters in pre-dicting and/or rationalizing reactivity in addition to reaction energetics (i.e., O-H bond dissociation enthalpy of the N-OH moie-ty). Building on these insights, we report the design and initial characterization of a chlorinated SINO derivative that has signif-icantly greater reactivity as a HAT catalyst than either PINO or its chlorinated derivative.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.018
GPT teacher head0.249
Teacher spread0.231 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2024
Admission routes2
Has abstractyes

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