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Record W4399808244 · doi:10.26434/chemrxiv-2024-qp40w

Electronic Tunability of Ruthenium Formyl and Hydroxymethyl Intermediates Relevant to Sustainable CO-to-Methanol Conversion

2024· preprint· en· W4399808244 on OpenAlexafffund
Jared Z. Litman, Rida Farhat, Kaitlin L. Branch, Sasha Cryan, Kaeden Teindl, Brian O. Patrick, Eva M. Nichols

Bibliographic record

VenueChemRxiv · 2024
Typepreprint
Languageen
FieldEnergy
TopicCO2 Reduction Techniques and Catalysts
Canadian institutionsUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of CanadaResearch Corporation for Science Advancement
KeywordsHydroxymethylRutheniumChemistryReactivity (psychology)Ligand (biochemistry)MethanolYield (engineering)MetalPhotochemistryElectrochemistryMedicinal chemistryCatalysisOrganic chemistryPhysical chemistryMaterials scienceElectrode

Abstract

fetched live from OpenAlex

Metal formyl and hydroxymethyl complexes are implicated as key intermediates in the (photo)electrochemical reduction of carbon oxides (CO2 or CO) to liquid fuels such as methanol. Formyl complexes—and to a lesser extent hydroxymethyl complexes—have been previously synthesized and characterized; nevertheless, the influence of electronic modifications to ligands supporting these reactive carbon fragments is not well understood. Herein, we report the synthesis of a family of ruthenium polypyridyl carbonyl complexes of the form [Ru(4,4’-R,R-bpy)(tpy)(CO)] 2+ bearing different substituents on the bipyridyl (bpy) ligand (R = OMe, H, CF3). Treatment with NaBH4 as a chemical reductant results in formation of the formyl and subsequently the hydroxymethyl and methyl complexes; each are characterized by comprehensive NMR spectroscopy, mass spectrometry, and isotopic labeling studies. An electron-donating modification (R = OMe) to the bpy ligand is shown to significantly increase the lifetime of the formyl intermediate and the yield of released methanol. We observe a clear linear dependence of thermodynamic parameters on bpy electronics, however the stability of the formyl complex and the reactivity of the resulting hydroxymethyl complex do not depend linearly on ligand electronics. We anticipate that these results may be extended to future development of (photo)electrocatalytic systems for CO-to-methanol conversion.

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 head0.007
GPT teacher head0.260
Teacher spread0.253 · 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

Citations1
Published2024
Admission routes2
Has abstractyes

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