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Record W4405177962 · doi:10.1002/cctc.202401702

Gold Nanoparticle‐Catalyzed Solvent Switchable Selective Partial Reduction of Nitrobenzene to <i>N</i>‐Phenylhydroxylamine and Azoxybenzene

2024· article· en· W4405177962 on OpenAlexfundno aff
Simon Doherty, Julian G. Knight, Hussam Y. Alharbi, Reece Paterson, Corinne Wills, Casey Dixon, Thomas W. Chamberlain, Han Yan, Anthony Griffiths, Helen Daly, Christopher Hardacre

Bibliographic record

VenueChemCatChem · 2024
Typearticle
Languageen
FieldChemistry
TopicNanomaterials for catalytic reactions
Canadian institutionsnot available
FundersFaculty of Medical Sciences, Newcastle UniversityUK Catalysis HubEngineering and Physical Sciences Research CouncilMount Allison UniversityUniversity of LeedsFakultet Medicinskih Nauka, Univerziteta U KragujevcuTaibah UniversityNewcastle University
KeywordsChemistryNitrobenzeneColloidal goldCatalysisInorganic chemistryIonic liquidBoraneReducing agentNanoparticleSolventPhosphinePhosphine oxideNuclear chemistryOrganic chemistryMaterials scienceNanotechnology

Abstract

fetched live from OpenAlex

Abstract Impregnation of phosphine‐decorated polymer‐immobilized ionic liquid with the tetrachloroaurate anion results in reduction of the gold(III) to gold(I) with concomitant oxidation of the phosphine to its oxide. In situ reduction of the resulting precursor, AuCl@O = PPh2‐PEGPIILS, generated the corresponding O = PPh2‐PEGPIIL‐stabilized AuNPs, AuNP@O = PPh2‐PEGPIILS, which is a highly active and selective catalyst for the solvent‐dependent partial reduction of nitrobenzene to N‐phenylhydroxylamine in water and azoxybenzene in ethanol. The initial TOFs are comparable to those obtained with gold nanoparticles generated by reduction of tetrachloroaurate‐impregnated phosphine oxide‐decorated polymer‐immobilized ionic liquid AuCl4@O = PPh2‐PEGPIILS, i.e., the activity and selectivity profiles do not appear to depend on whether the AuNPs are generated from Au(III) or in situ‐generated Au(I). In stark contrast, gold nanoparticles prepared by NaBH4 reduction of AuCl@PPh2‐PEGPIILS based on gold(I) confined in phosphine‐modified polymer‐immobilized ionic liquid gave markedly lower initial TOFs. The use of dimethylamine borane (DMAB) as the hydrogen donor resulted in a substantial and dramatic enhancement in activity for reductions conducted in water compared with NaBH4 and the initial TOF of 20,400 mol nitrobenzene converted mol Au−1 h−1 obtained with AuNPs generated in situ from AuCl4@O = PPh2‐PEGPIILS is among the highest to be reported for the metal nanoparticle catalyzed selective reduction of nitrobenzene to N‐phenylhydroxylamine; this is a significant improvement on existing protocols, which should enable the partial selective reduction of nitroarenes to be conducted in water with a low catalyst loading under extremely mild conditions.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.237
Teacher spread0.227 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations4
Published2024
Admission routes1
Has abstractyes

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