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Record W2509931867 · doi:10.1002/cjce.22610

Étude de la dégradation électrique et thermique de la polyaniline en milieu agressif

2016· article· fr· W2509931867 on OpenAlexvenueno aff
Youcef Hattab, Nassira Benharrats

Bibliographic record

VenueThe Canadian Journal of Chemical Engineering · 2016
Typearticle
Languagefr
FieldMaterials Science
TopicConducting polymers and applications
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsHumanitiesMaterials scienceArt

Abstract

fetched live from OpenAlex

Résumé La polyaniline (PANI) est un polymère organique qui présente une grande stabilité environnementale et une grande conductivité électrique. L’évolution de ces deux propriétés en fonction du temps a été réalisée sur des échantillons vieillis dans des solutions fortement acides (H2SO4) à différentes températures. Des prélèvements réguliers d’échantillons sont caractérisés par FTIR, UV, AFM et MEB. La conductivité sera suivie par la méthode des 4 pointes et la stabilité thermique de la PANI par DSC, ATD‐ATG. Ces stabilités thermiques et électriques représentent un verrou technologique pour de nombreuses applications possibles des PANI en milieu agressif. Afin de maîtriser le matériau polymère conducteur, il est nécessaire d'avoir avant une bonne compréhension des paramètres qui gouvernent les mécanismes de transport. Ces paramètres dépendent directement du mode d'élaboration qui est optimisé.

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 score0.005

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 communication0.0000.000
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 head0.007
GPT teacher head0.239
Teacher spread0.232 · 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
Published2016
Admission routes1
Has abstractyes

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Same venueThe Canadian Journal of Chemical EngineeringSame topicConducting polymers and applicationsFrench-language works237,207