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Record W1607014478 · doi:10.1109/iseim.1995.496556

Injection of charge carriers and space charge build-up in fluoropolymer dielectrics

2002· article· en· W1607014478 on OpenAlexaff
Z.L. Wu, G. R. Govinda Raju

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMaterials Science
TopicHigh voltage insulation and dielectric phenomena
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsSpace chargeFluoropolymerPolingMaterials scienceCathodeElectrodeDielectricCharge carrierRange (aeronautics)Relaxation (psychology)OptoelectronicsCharge (physics)VoltageAnalytical Chemistry (journal)Atomic physicsElectrical engineeringComposite materialChemistryPhysicsPolymerElectronFerroelectricity

Abstract

fetched live from OpenAlex

This study concerns the injection of charge carriers and space charge build-up in fluoropolymer films by the thermally stimulated discharge (TSD) current method. Poling fields ranging from 2.5 to 20 MV m/sup -1/ are employed with the heating rates of 0.5-2 K min/sup -1/ over the temperature range of 0-200/spl deg/C for TSD experiments. Silver and aluminum electrodes are employed to study the role of the cathode in the injection mechanism. The TSD currents are observed to depend on the cathode material. The magnitude of current peak and the total charge released to the external circuit with both electrode materials show a saturating trend with the poling field. This observation is consistent with the suggested mechanism of charge injection from electrodes and the space charge build up in the material. Relaxation times in the range of 4-6000 s are observed over the temperature range. Mechanisms of space charge build-up are also discussed.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

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 communication0.0000.001
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 head0.014
GPT teacher head0.228
Teacher spread0.214 · 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 source (direct Gemma or distilled Codex), 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
Published2002
Admission routes1
Has abstractyes

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