MétaCan
Menu
Back to cohort
Record W1998674149 · doi:10.1680/jees.13.00014

Inactivation of infectious prions in the environment: a mini-review

2014· article· en· W1998674149 on OpenAlexaffvenueabout
Shanwei Xu, Jay Rasmussen, Ning Ding, Norman F. Neumann, Mohamed Gamal El‐Din, Miodrag Belosevic, Tim A. McAllister

Bibliographic record

VenueJournal of Environmental Engineering and Science · 2014
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPrion Diseases and Protein Misfolding
Canadian institutionsUniversity of AlbertaAgriculture and Agri-Food Canada
Fundersnot available
KeywordsAnaerobic digestionIncinerationWaste managementRendering (computer graphics)Environmental scienceWastewaterPulp and paper industryEnvironmental engineeringChemistryMethaneEngineeringComputer science

Abstract

fetched live from OpenAlex

Infectious prions (PrPTSE) contribute to horizontal transmission of transmissible spongiform encephalopathies. Specified risk material (SRM) wastes and wastewater generated from slaughterhouses and rendering plants represent a potential reservoir of PrPTSE. Approved disposal practices for SRM that ensure destruction of PrPTSE, including thermal or alkaline hydrolysis at 150°C–180°C under 4–12 atmospheres and incineration, gasification or combustion at 1000°C, are expensive and challenging to implement in commercial slaughter facilities. Consequently, a large portion of the SRM in Canada is rendered and buried in landfills, whereas they are incinerated at considerable cost in Europe. Alternatives for the disposal of these wastes have been proposed and include anaerobic digestion and composting. These biodegradative processes offer advantages in that they are less energy intensive, CH4 can be used in cogeneration and the end products used as fertiliser. In addition, advanced ozonation of the liquid fraction of SRM may allow its direct release into wastewater streams. For these practices to be adopted, assessment of the extent of PrPTSE inactivation during these processes is required. Moreover, multi-barrier use of these approaches (e.g., anaerobic digestion + composting or anaerobic digestion + ozone) may act synergistically to achieve an acceptable level of PrPTSE inactivation.

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)0.001
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.003
GPT teacher head0.197
Teacher spread0.193 · 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

Citations7
Published2014
Admission routes3
Has abstractyes

Explore more

Same venueJournal of Environmental Engineering and ScienceSame topicPrion Diseases and Protein MisfoldingFrench-language works237,207