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>
Bibliographic record
Abstract
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".