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Record W2348268227

INFLUENCE OF THE FLEXIBLE INTERLAYER ON THE MECHANICAL PROPERTIES OF GLASS MAT REINFORCED POLYPROPYLENE COMPOSITE

2001· article· en· W2348268227 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePolymeric Materials Science & Cngineering · 2001
Typearticle
Languageen
FieldEngineering
TopicFiber-reinforced polymer composites
Canadian institutionsCAE (Canada)
Fundersnot available
KeywordsMaterials scienceComposite materialComposite numberPolypropyleneNatural rubberAdhesionGlass fiberGraftingFiberPolymer
DOInot available

Abstract

fetched live from OpenAlex

The flexible interlayer was introduced into glass mat reinforced polypropylene composite by the grafting of rubber chain onto fiber surface. And the effect of the kind and thickness of flexible interlayer on the interfacial adhesion and the mechanical properties of composites was investigated. The results show that the composites having high strength and impact resistance can be obtained when the rubber chain that is easy to form chemical bonding with fiber surface and compatible with matrix resin is used as flexible interlayer. Furthermore, the thickness of flexible interlayer affects the mechanical properties of composite system. A limit value exists above which the mechanical properties will decrease with increasing the thickness.

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.

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 score0.152
Threshold uncertainty score0.791

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.011
GPT teacher head0.198
Teacher spread0.187 · 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