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Record W2085771865 · doi:10.1021/ma802503s

Dynamic Light Scattering Study of Concentrated Triblock Copolymer Micellar Solutions under Pressure

2009· article· en· W2085771865 on OpenAlexaff
A. F. Kostko, James L. Harden, Mark A. McHugh

Bibliographic record

VenueMacromolecules · 2009
Typearticle
Languageen
FieldChemistry
TopicSurfactants and Colloidal Systems
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsDynamic light scatteringCloud pointMaterials sciencePoloxamerMicellar solutionsPhase (matter)Light scatteringHydrodynamic radiusMicellePhase transitionAqueous solutionViscosityLower critical solution temperatureChemical engineeringNanoparticleScatteringThermodynamicsAnalytical Chemistry (journal)CopolymerChemistryChromatographyPolymerNanotechnologyPhysical chemistryOrganic chemistryComposite materialOptics

Abstract

fetched live from OpenAlex

The results from a dynamic light scattering study of concentrated aqueous systems of polyethylene oxide−polypropylene oxide−polyethylene oxide triblock copolymer (PEO−PPO−PEO, Pluronic F108) are reported at pressures to 2500 bar and temperatures from 0 to 110 °C. The pressure−temperature ( P − T ) phase behavior for this micellar system exhibits several phase transformations at high concentrations including a transition from a liquid to a gel phase and a subsequent re-entrant transition from the gel phase to a liquid phase with increasing temperature. The gel phase region is bounded at low temperatures by a liquid-to-gel phase transition curve that increases in pressure with increasing temperature, eventually exhibits a maximum in pressure, and then at high temperatures rapidly decreases as the temperature is further increased. The high temperature branch of this curve represents a gel-melting transition. Aqueous F108 samples are doped with latex probe nanoparticles to facilitate the characterization of the local viscosity and also to serve as a reference for the measurement of the light intensity scattered by the Pluronic systems. Both the intrinsic collective dynamics of the Pluronic systems and the diffusive dynamics of the nanoparticle probes are characterized. The diffusive dynamics of the nanoparticle probes reveal the nonmonotonic character of viscosity that results from phase transformations dependent on pressure and temperature. The micellar system scattering intensity, obtained from DLS data through comparison with the light intensity scattered by the probe nanoparticles, increases with heating indicating critical pretransitional behavior of concentration fluctuations on approach to the cloud-point boundary over a broad temperature interval that spans the gel phase temperature range.

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 score0.025
Threshold uncertainty score0.729

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 studies0.0000.000
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 head0.010
GPT teacher head0.235
Teacher spread0.224 · 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

Citations26
Published2009
Admission routes1
Has abstractyes

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