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Record W4284896341 · doi:10.1021/acsapm.2c00578

Ephemeral Amphiphilic Polyamines that Evaporate When Triggered─Implications for the Fabrication of Electronic Inks

2022· article· en· W4284896341 on OpenAlexafffund
Barbara Y. Martin, Jérôme P. Claverie

Bibliographic record

VenueACS Applied Polymer Materials · 2022
Typearticle
Languageen
FieldEngineering
TopicAdvanced Sensor and Energy Harvesting Materials
Canadian institutionsUniversité de Sherbrooke
FundersCanadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of CanadaCanada Research Chairs
KeywordsPulmonary surfactantChemical engineeringMaterials sciencePolymerFabricationNanomaterialsNanotechnologyNanoparticleAmphiphileMonomerComposite material

Abstract

fetched live from OpenAlex

Without surfactants, nanomaterials tend to be aggregated in the liquid state. However, the presence of surfactants in the solid state can negatively impact the mechanical, electronic, and optical properties of the nanomaterial. Here, we have explored the design of an ephemeral surfactant, that is to say a surfactant, which is stable in solution but can be depolymerized in the solid phase and then be evaporated. The reaction of glyoxal with a 1,3-diamine leads to an unprecedented ladder polyamine (LPA), which depolymerizes into evaporable monomers as soon as it is in contact with acid. These LPA oligomers were found to be amphiphilic and could be used to stabilize a dispersion of polymer nanoparticles (NPs) in water. Once dipped in a slightly acidic solution, the dried polymer film was found to be devoid of the LPA surfactant. This concept was used to fabricate an electronic ink based on multiwalled carbon nanotubes (MWCNTs) whereby the LPA depolymerization was triggered by a photoacid generator. After applying the ink on a glass substrate, the conductivity of the MWCNT films was low, due to the charge transfer resistance created by the interfacial surfactant. Once exposed to light, the surfactant depolymerized and evaporated, and the film recovered its native conductivity. We envision that these ephemeral surfactants could become useful assets in the fabrication of electronic inks.

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 score0.017
Threshold uncertainty score0.743

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 head0.022
GPT teacher head0.231
Teacher spread0.209 · 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

Citations0
Published2022
Admission routes2
Has abstractyes

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