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Record W4412643760 · doi:10.26434/chemrxiv-2025-9dlxr

Mechanistic insight into cooperative catalysis with pentanuclear nickel clusters: catalytic alkene dimerization and silyl-silylene and silylyne clusters.

2025· preprint· en· W4412643760 on OpenAlexafffund
Junyang Liu, Kethya Sum, Samuel A. Johnson

Bibliographic record

VenueChemRxiv · 2025
Typepreprint
Languageen
FieldChemistry
TopicOrganometallic Complex Synthesis and Catalysis
Canadian institutionsUniversity of Windsor
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsSilyleneAlkeneCatalysisSilylationNickelChemistryOrganic chemistrySilicon

Abstract

fetched live from OpenAlex

This work gives structural insights into potential intermediates relevant to the mechanism of stereoselective catalysis by pentanuclear Ni complexes, such as the previously reported stereoselective dimerization of norbornene to the C2 symmetric (Z) anti-(bis-2,2'-norbornylidene) by [(iPr3P)Ni]5H6 (1). Attempts to generate a polymer by reaction of norbornadiene with catalytic 1 instead selectivity gave the exo-trans-exo 2+2 cyclodimerized product, 1,4,4a,4b,5,8,8a,8b-octahydro-1,4:5,8-dimethanobiphenylene. The reaction of cyclopentene with catalytic [(iPr3P)Ni]5H6 (1) gave a mixture of 1,1'-bi(cyclopentylidene) and 1-cyclopentylcyclopentene as organic products. Catalysis terminated when 1 was fully converted to the twisted trapezoidal pentanuclear cluster (iPr3P)4Ni5(C10H13)H5 (2). Complex 2 reacted with H2 to give back 1. Attempts to functionalize the organic fragment in 2 with diphenylsilane instead gave (iPr3P)4Ni5(SiPh2)(SiPh2H)H5 (3), which retains the twisted trapezoidal geometry. Complex 3 was also prepared by direct reaction of Ph2SiH2 with 1. Triethylsilane reacts with 1 to give a new distorted pentagonal cluster [(iPr3P)Ni]5(μ5-SiEt)H7 (4) from Si‒H and multiple Si‒C bond cleavages. The new structures demonstrate the remarkable flexibility in the geometry of the persistent Ni5 core and provide insight into the structures of intermediates in the reactions with [(iPr3P)Ni]5H6.

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 score0.003
Threshold uncertainty score0.010

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 communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.219
Teacher spread0.209 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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