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Record W1977030136 · doi:10.1021/la991569k

Interaction of PBMA Latex Particles with Nonionic Surfactants in Aqueous Solution

2000· article· en· W1977030136 on OpenAlexaff
Mitchell A. Winnik, Simon Bystryak, Ewa Odrobina

Bibliographic record

VenueLangmuir · 2000
Typearticle
Languageen
FieldChemistry
TopicSurfactants and Colloidal Systems
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEnthalpyAdsorptionChemistryIsothermal microcalorimetryPulmonary surfactantEthylene oxideAqueous solutionEndothermic processChemical engineeringNonylphenolPolymer chemistryCopolymerOrganic chemistryThermodynamicsPolymer

Abstract

fetched live from OpenAlex

The interaction between poly(butyl methacrylate) (PBMA) latex particles of different size and nonylphenol surfactants containing poly(ethylene oxide) chains (NP-EO x ) of different lengths was studied by titration microcalorimetry. Three systems, 393 nm PBMA latex + NP-20, 141 nm PBMA latex + NP-20 and 393 nm PBMA latex + NP-40, were investigated. In each case the binding can be described by Langmuir type isotherms, which suggests that the dominant interaction is that of the hydrophobic portion of the surfactant with the PBMA latex surface. To differentiate the heat effects caused by adsorption from those caused by dilution of the surfactant, corrected dilution enthalpy curves were calculated. These, in turn, were used for the preparation of the net adsorption enthalpy and differential molar enthalpy of adsorption curves. The net enthalpy curves for the three systems examined have much in common. The interaction between the surfactants and the PBMA latex was endothermic over the whole range of surfactant concentrations. Thus the adsorption of NP-20 and NP-40 onto PBMA latex particles is an entropy driven process. Our results can be compared with the literature data [ Int. Journal of Pharmaceutics 1993, 89, 33] on the adsorption of nonylphenol surfactants on polystyrene latex, which, unlike our systems, is characterized by a significant exothermic effect at low values of surface coverage.

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 categoriesInsufficient payload (model declined to judge)
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 score0.157
Threshold uncertainty score0.999

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)0.0020.000

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 head0.011
GPT teacher head0.224
Teacher spread0.213 · 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.

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

Citations7
Published2000
Admission routes1
Has abstractyes

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