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Record W4391246938 · doi:10.1002/9781394214297.ch30

An Update on PVC Plastic Circularity and Emerging Advanced Recovery Technologies for End‐of‐Life PVC Materials

2024· other· en· W4391246938 on OpenAlexaboutno aff
Domenic DeCaria

Bibliographic record

Venuenot available
Typeother
Languageen
FieldMaterials Science
TopicPolymer Science and PVC
Canadian institutionsnot available
Fundersnot available
KeywordsMaterials scienceComputer sciencePolymer science

Abstract

fetched live from OpenAlex

Robust mechanical recycling capabilities for PVC materials have been in operation for decades around the world. In the U.S. and Canada, there are over 100 recyclers processing 1.1 billion pounds of PVC scrap materials. These operations historically have targeted pre-consumer scrap, keeping it out of the waste stream, and reprocessed and reformulated it for entirely new applications. For example, cut-offs in the vinyl window industry can contain both rigid and flexible PVC, which after reprocessing is used in vinyl decking, fencing, or sea walls. In this instance, the unusable scrap from one industry becomes the raw material for another. Certain recyclers and product manufacturers reprocess post-consumer PVC materials, and this amount has been steadily increasing in the U.S., Canada, Europe, and Japan, particularly in the vinyl flooring industry. But some post-consumer resource streams, e.g. single use plastic packaging, are lean in PVC content (less than 3%) and this can be confounding for certain non-mechanical chemical-type recycling processes. Several advanced recycling technologies are being developed at the private industry and university level to process these lean PVC streams. Some technologies are attempting to convert chloride containing materials into fungible commodity resources including HCl and wax. Other technologies such as dissolution processing can take PVC rich streams in a mixed-material composite, such as vinyl flooring or vinyl roofing, and enable separation and recovery of the composite components for reuse as feedstock for vinyl applications. And some even go beyond a traditional view of “recycling”, instead deconstructing PVC into base components to regenerate hydrogen gas and methanol. This paper will review the state of the art of several advanced recycling methods for treating PVC-rich and PVC-lean streams, and will provide a perspective on how current PVC recovery and recycling is becoming more circular, thereby improving the material's sustainability attributes.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0010.001
Scholarly communication0.0020.006
Open science0.0020.001
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0150.014

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 head0.013
GPT teacher head0.271
Teacher spread0.258 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations2
Published2024
Admission routes1
Has abstractyes

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