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Record W4411490149 · doi:10.1021/acscatal.5c01633

Thermochemical and Kinetic Correlations of Redox and Lewis Sites on Cobalt–Molybdenum Oxides: Illustrated with Alkanol-O<sub>2</sub> Catalysis

2025· article· en· W4411490149 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueACS Catalysis · 2025
Typearticle
Languageen
FieldChemical Engineering
TopicCatalysis and Oxidation Reactions
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaUniversity of TorontoSuncor Energy Incorporated
KeywordsCatalysisCobaltMolybdenumRedoxKinetic energyChemistryInorganic chemistryOrganic chemistryPhysics

Abstract

fetched live from OpenAlex

Electronic properties of redox and Lewis acid sites on bifunctional metal oxides are inherently correlated to each other, a phenomenon that has long been recognized but not yet explicitly and quantitatively illustrated. Using alkanol oxidative dehydrogenation (ODH) and inter- and intramolecular dehydration (inter- and intra-DEH) kinetics as the respective thermochemical/electronic proxies for redox and Lewis acid sites, we elucidate the thermochemical and electronic correlations of these two types of sites on Co y MoO x domains with Co-to-Mo atomic ratio ( y ) varying from 0 to 1. At redox sites (O*), alkanol ODH occurs via a late, kinetically relevant C α –H scission transition state [O··· H··· RH C O···M n + ] ‡, involving a net H atom (H • ), arising from an electron (e – ) and a proton (H + ) transfer to a redox site, making hydrogen addition energy (HAE) as the kinetic descriptor, encapsulating the negative of electron (–EA MO ) and proton (–PA O – ) affinities of catalysts. At Lewis acid sites, alkanol inter-DEH proceeds via S N 2-type substitution with the [O δ− ··· H··· RH 2 C O···C H 2 R ···O H···M δ+ ] ‡ transition state, while intra-DEH, whether uni- or bimolecular, occurs via E2-type elimination through the [O δ− ··· H··· R′H C H 2 C ⊕ ··· ⊖ O H···M δ+ ] ‡ and [RH 2 C(H)O δ− ··· H··· R′H C H 2 C ⊕ ··· ⊖ O H···M δ+ ] ‡ transition states. These DEH pathways involve C–O scission in their respective transition states, where an electron and a • OH radical transfer as a ⊖ OH group to the Lewis acid center ( M δ+ –O δ– ). Consequently, the negative ⊖ OH affinity (–HA ⊖OH ) serves as an incomplete kinetic descriptor, encapsulating the same negative electron affinity and the negative • OH affinity (–HA •OH ) of catalysts. The common electron transfer during the evolution of all these transition states in alkanol ODH and DEH entails the electron affinity of metal oxides to determine their relative activation enthalpies. On Co y MoO x, introducing Co cations as electronic perturbators increases the electron affinity of these oxides, thereby reducing both HAE at redox sites and –HA ⊖OH at Lewis acid sites, which proportionally decreases the activation enthalpies for C α –H scission in methanol, ethanol, n -propanol, and n -butanol ODH; C–O formation in methanol and ethanol inter-DEH; and C β –H scission in uni- and bimolecular n -propanol and n -butanol intra-DEH, as the Co-to-Mo atomic ratio increases. These linear kinetic correlations in activation enthalpies between alkanol ODH and DEH explicitly illustrate the thermochemical and electronic correlations between redox and Lewis acid sites and the resulting interplay between their turnover rates after accounting for activation enthalpy–entropy compensations. The mechanistic interpretation and framework established here correlate the kinetic, thermochemical, and electronic properties of redox and Lewis acid sites, providing insights into reactivity couplings between redox and Lewis acid catalysis on other bifunctional domains.

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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 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 score0.004
Threshold uncertainty score0.923

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.006
GPT teacher head0.210
Teacher spread0.204 · 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