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Record W2205351545

Canada's Approach to the Management of Used Nuclear Fuel: The Role of the Advisory Council to the Nuclear Waste Management Organisation

2006· article· en· W2205351545 on OpenAlexaboutno aff
Dwayne Crombie, DH Lister

Bibliographic record

VenuePacific Basin Nuclear Conference 2006 · 2006
Typearticle
Languageen
FieldEngineering
TopicNuclear and radioactivity studies
Canadian institutionsnot available
Fundersnot available
KeywordsNuclear powerGovernment (linguistics)ParliamentMandatePublic administrationPolitical scienceEngineeringBusinessLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

In fulfilling its mandate and presenting to the government of Canada in 2005 November its final study on the future management of Canada's used nuclear fuel, the Nuclear Waste Management Organisation (NWMO) received and acted upon advice from its Advisory Council. The Council was established in 2002 by the act of parliament that also established the NWMO, and its members were endorsed by the board of directors of the NWMO. That board is made up of representatives of the three Canadian utilities with nuclear fuel liabilities - Ontario Power Generation (OPG), New Brunswick Power Nuclear (NBPN) and Hydro Quebec (HQ). The other Canadian organisation owning quantities of used nuclear fuel, Atomic Energy of Canada Limited (AECL), chose not to participate on the NWMO board. The Council comprises nine individuals with a range of perspectives, knowledge and experience that includes environmental law, public policy, physical and biological science, Aboriginal affairs, citizen engagement and nuclear engineering. Not surprisingly, the group holds diverse opinions on energy utilisation and some members are particularly divided on the deployment of nuclear power. Nevertheless, in spite of the tensions that such diversity can generate, members have met their responsibilities and conducted their business effectively, debating and discussing the Council's agenda in an atmosphere of professionalism and mutual respect. This paper recounts the activities of the Council in coming to agreement on its continuing advice to the NWMO and in reaching consensus on its general support for the concept of Adaptive Phased Management (APM) for Canada's used nuclear fuel.

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 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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.766
Threshold uncertainty score0.984

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 science0.0010.000
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 head0.160
Teacher spread0.149 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2006
Admission routes1
Has abstractyes

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Same venuePacific Basin Nuclear Conference 2006Same topicNuclear and radioactivity studiesFrench-language works237,207