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Record W1519870720

Nuclear Undergraduate Programs at the University of Ontario Institute of Technology

2006· article· en· W1519870720 on OpenAlexaboutno aff
G.T. Bereznai

Bibliographic record

VenuePacific Basin Nuclear Conference 2006 · 2006
Typearticle
Languageen
FieldEngineering
TopicNuclear and radioactivity studies
Canadian institutionsnot available
Fundersnot available
KeywordsNuclear powerEngineeringService (business)Government (linguistics)ElectricityOperations managementBusinessElectrical engineeringMarketingNuclear physics
DOInot available

Abstract

fetched live from OpenAlex

Currently Canada has 18 operational CANDU (CANada-Deuterium-Uranium) nuclear power plants, comprising of two units each at Pickering A and Bruce A, and four units at each of the Pickering B, Bruce B and Darlington sites. Two of the Bruce A units are under refurbishment and the two remaining Pickering A units are in voluntary lay-up. The generating capacity and in-service dates of these units are given in reference. The first of these units, at Pickering, came into service in 1971, and have already undergone major refurbishment that is designed to extend the operating life of these units to 50 years. The commitment to refurbish the Bruce A units will have these reactors operational well into the 2030s, at a projected cost of 4.25 billion Canadian dollars. The Government of Ontario has recently announced its intent to have the present share of electricity generation from nuclear plants ( 51%) maintained, implying the need to refurbish all the currently operating units in Ontario, as well as to construct new nuclear units. The two CANDU power plants operating outside Ontario are also expected to have their operating lives extended. Estimates for all these projects range from 20 to 40 billion Canadian dollars. The large projected increases in expenditures in Canada's nuclear industry comes at a time when most of the people involved in the design and operation of the currently operating units are reaching retirement age, or have already retired. Ontario Power Generation, which operates the Pickering and Darlington nuclear electric generating stations, has been hiring in the order of 100 engineers per year and plans to continue at that space for several more years. Recognizing this demand, the University of Ontario Institute of Technology (UOIT), which is located within 25 kilometres of the Pickering and Darlington plants, initiated undergraduate honours degree programs in nuclear engineering and science.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.763
Threshold uncertainty score0.999

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.009
GPT teacher head0.162
Teacher spread0.153 · 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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