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Record W2029624411 · doi:10.1080/13669870903126127

Radwaste in Canada: a political economy of uncertainty

2009· article· en· W2029624411 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Risk Research · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicEnvironmental Justice and Health Disparities
Canadian institutionsYork University
Fundersnot available
KeywordsPoliticsPolitical scienceNatural resource economicsPolitical economyEconomicsBusinessEnvironmental science

Abstract

fetched live from OpenAlex

Canada’s Nuclear Waste Management Organization (NWMO) proposed Adaptive Phased Management (APM) as an approach for managing used nuclear fuel in November 2005 NWMO (Nuclear Waste Management Organization). 2005. Choosing a way forward: The future management of Canada’s used nuclear fuel, Toronto: NWMO. Final study [Google Scholar], and this approach was approved by government in June 2007. APM involves either disposing of or storing used nuclear fuel in geological formations, but leaves decisions about options and timing to political contest. Site assessment processes are now underway, with site selection expected within 30 years. This paper shows how APM developed out of repeated public policy failures and decreasing political support for nuclear projects, including at early site assessments (1978–1981), when the mandate for a public inquiry was set (1989), and at a public inquiry into a waste disposal concept (in 1996–1997). I argue that the current NWMO approach was shaped by these failures, but in an ambiguous fashion. APM both incorporates critics’ demands and thus limits the institutional discretion of elites, but also converts those demands into less challenging kinds of questions. Concerns about the origins of options are being translated into concerns about the management of consequences. The extent to which one accepts the scope of assumptions embedded in APM is the extent to which the expansion of nuclear power itself is reinforced.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.700

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
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)0.0000.000

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 head0.061
GPT teacher head0.411
Teacher spread0.350 · 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