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Record W4411012822 · doi:10.1021/acs.cgd.5c00575

Dimyristoylphosphoethanolamine Addition During Chocolate Manufacture Promotes Proper Tempering under Simple Cooling Conditions without Shear

2025· article· en· W4411012822 on OpenAlexafffund
Jarvis Stobbs, Saeed M. Ghazani, Kaiyang Tu, Erica Pensini, Anne‐Laure Fameau, Alejandro G. Marangoni

Bibliographic record

VenueCrystal Growth & Design · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Chemistry and Fat Analysis
Canadian institutionsCanadian Light Source (Canada)University of Guelph
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsTemperingSimple (philosophy)Materials scienceShear (geology)Slow coolingMechanicsComposite materialMetallurgyPhysics

Abstract

fetched live from OpenAlex

We report a practical application of using 1,2-dimyristoyl- sn -glycero-3-phosphoethanolamine (DMPE) to temper dark chocolate. Building upon prior research where 1,2-dimyristoyl- sn -glycero-3-phosphocholine (DMPC) was used to direct CB crystallization into the desired Form V polymorph, we investigated whether DMPE could achieve superior results without the structural defects observed with DMPC-tempered chocolate. Chocolate samples containing 0.1 wt % DMPE were prepared and compared to chocolates tempered with DMPC, as well as commercially tempered and statically cooled controls. Small-angle X-ray scattering (SAXS) revealed that the DMPE addition induced the formation of the Form V polymorph, with no detectable amounts of Form IV polymorph, which is often associated with reduced shelf life and fat bloom in chocolate products. Unlike the DMPC-tempered samples, the DMPE chocolate exhibited no blooming or structural defects such as cracks upon prolonged storage. Small-angle neutron scattering (SANS) experiments showed no evidence of micelle formation by DMPE, suggesting a mechanism distinct from that of DMPC. Fourier transform infrared (FTIR) spectroscopy and attenuated total reflectance imaging indicated no significant chemical interactions between DMPE and the main triacylglycerol (TAG) in CB, 1-palmitoyl-2-oleoyl-3-stearoyl- sn -glycerol (POS). We propose that DMPE acts as a unique tempering particle, which facilitates the formation of the stable Form V polymorph and the correct chocolate microstructure through physical interactions with the crystallizing TAGs on its surface. Moreover, DMPE addition also prevents localized material contraction and bloom development due to the absence of induced lattice strain. Crystallization kinetics of the cocoa butter component of chocolate shows an acceleration of crystallization induced by DMPE at 28 °C, relative to both the native refined cocoa butter and the refined cocoa butter containing DMPC. Polarized light micrographs supported this observation. Isolated seed crystals from cocoa butter showed an enrichment in POS and POP in DMPE chocolate, and a characteristic Form V polymorphism for these seeds, in contrast to both native refined cocoa butter and refined cocoa butter with DMPC, where Form IV was identified at the onset of crystallization. The addition of DMPE to chocolate simplifies the tempering process, potentially reducing production costs and energy consumption, and enhancing the quality and stability of the final product, benefiting both artisanal chocolatiers and large-scale manufacturers.

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 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 score0.056
Threshold uncertainty score0.663

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.013
GPT teacher head0.220
Teacher spread0.207 · 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 teacher head, 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

Citations2
Published2025
Admission routes2
Has abstractyes

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