MétaCan
Menu
Back to cohort
Record W2052504901 · doi:10.1021/om700580d

Optimization of Procedures for the Syntheses of Bisphosphinepalladium(0) Precursors for Suzuki−Miyaura and Similar Cross-Coupling Catalysis:  Identification of 3:1 Coordination Compounds in Catalyst Mixtures Containing Pd(0), PCy<sub>3</sub>, and/or PMeBu<i><sup>t</sup></i><sub>2</sub>

2007· article· en· W2052504901 on OpenAlexaff
Emily A. Mitchell, Michael C. Baird

Bibliographic record

VenueOrganometallics · 2007
Typearticle
Languageen
FieldChemistry
TopicCatalytic Cross-Coupling Reactions
Canadian institutionsQueen's University
Fundersnot available
KeywordsChemistryCatalysisDissociation (chemistry)EnthalpyPalladiumStereochemistryMedicinal chemistryComputational chemistryCrystallographyPhysical chemistryThermodynamicsOrganic chemistry

Abstract

fetched live from OpenAlex

Although Pd[PCy 3 ] 2, Pd[PMeBu t 2 ] 2, Pd[PBu t 3 ] 2, and a large number of similar bisphosphinepalladium(0) compounds are excellent cross-coupling catalysts, most are not readily synthesized and stored, and research involving their utilization generally relies on in situ synthetic processes that proceed at unknown rates and in unknown yields. This paper describes, in part, the development of an efficient synthetic route to the representative catalysts Pd[PCy 3 ] 2, Pd[PMeBu t 2 ] 2, and Pd[PBu t 3 ] 2 via reactions of Pd(η 3 -C 3 H 5 )(η 5 -C 5 H 5 ) with 2 equiv each of PCy 3, PMeBu t 2, or PBu t 3 . The procedures, which may be generally useful, are optimized such that known concentrations of the bisphosphine catalysts may be generated quickly, reliably, and under mild conditions. That said, the chemistry of the 2:1 compounds can be surprisingly complex; although Pd[PBu t 3 ] 2 shows no inclination to increase its coordination number, Pd[PCy 3 ] 2 and Pd[PMeBu t 2 ] 2 react with added PCy 3 or PMeBu t 2 to form 3:1 coordination compounds. Equilibrium constants for dissociation of the compounds PdL 3 to PdL 2 + free L (L = PCy 3, PMeBu t 2 ) were measured over a range of temperatures, and from the resulting linear plots of ln K D vs 1/ T, Δ H and Δ S values of 21 kJ mol -1 and 59 J deg -1 mol -1, respectively, were determined for the PCy 3 system, and 23 kJ mol -1 and 86 J deg -1 mol -1, respectively, for PMeBu t 2 . The enthalpy values provide a rough measure of the Pd−P bond dissociation energies, which are, as expected, considerably lower than both the single Pd(II)−phosphine and the single Pt(0)−phosphine bond energies that have been reported (both ∼55 kJ mol -1 ). The significant formation of the catalytically less active 3:1 compounds has serious implications for many of the published catalytic cross-coupling processes that involve catalyst formation via the slow reduction of palladium(II) precursors in the presence of excess phosphine; for many such systems, relatively little of the added palladium may actually be present as the catalytically active bisphosphinepalladium(0) compound.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.015
GPT teacher head0.269
Teacher spread0.254 · 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

Citations45
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueOrganometallicsSame topicCatalytic Cross-Coupling ReactionsFrench-language works237,207