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Record W4280598359 · doi:10.37878/2708-0080/2022-2.05

ANTI-CORROSION COATINGS BASED ON RECYCLED POLYPROPYLENE AND FILLERS

2022· article· en· W4280598359 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

VenueNeft i gaz · 2022
Typearticle
Languageen
FieldMaterials Science
TopicMaterial Properties and Applications
Canadian institutionsPetro-Canada
Fundersnot available
KeywordsMaterials sciencePolypropyleneCorrosionComposite materialUltimate tensile strengthFiller (materials)WollastoniteComposite numberFlexural strengthExtrusionRaw material

Abstract

fetched live from OpenAlex

The article deals with the issues of obtaining anti-corrosion compositions for corrosion protection of oil pipelines. The purpose of this study was to develop effective compositions of anti-corrosion coatings based on recycled polypropylene (PPrc), cotton soap stock, vegetable filler - guzapay; mineral filler wollastonite and montmorillonite (MMT). The proposed process of chemical interaction of the initial compounds in the prescription modification of the soap stock, in the extruder. The authors obtained a new composite of the following composition (wt. %: vegetable filler - guzapaya - 35; mineral filler - wollastonite: MMT (1: 1) - 5; sevilen - 8; soap stock - 30; PPrc - the rest. The composite composition has high performance indicators on the following positions: breaking stress in bending increased by 15-17%; shear strength increased by 10-12%; tensile strength increased by 6-8%; indentation hardness under a given load of the ball increased by 15- 20% impact strength increased by 15-17%, shrinkage during casting decreased by 30-35%. It to protect against corrosion of the main oil pipeline. This composition of the composite is selected on the basis of available and relatively inexpensive components, polyethylene rich, vegetable and mineral fillers.

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 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 score0.108
Threshold uncertainty score0.998

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)0.0030.000

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 head0.224
Teacher spread0.210 · 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