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Record W4367159289 · doi:10.7202/1078108ar

Capital and Economic Development: A Critical Appraisal of the Recommendations of the Mackenzie Valley Pipeline Commission

2021· article· en· W4367159289 on OpenAlex
Michael Asch

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.

Bibliographic record

VenueCulture · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsEconomic JusticeEconomic rentCommissionCapital (architecture)Critical appraisalGovernment (linguistics)EconomicsLaw and economicsPolitical sciencePublic economicsSociologyNeoclassical economicsFinanceMarket economyGeography

Abstract

fetched live from OpenAlex

This paper is intended to examine the impact that Mr. Justice Berger’s recommendation on sources of capital would have on the opportunity for the Dene economy to develop along lines which remained consistent with their traditional institutions and values. It argues that Mr. Justice Berger’s view that funds should come from Government grants will ultimately have a strong negative impact in this area. An alternative, rejected by Mr. Justice Berger, that funds be obtained through rents and royalties is examined and found to be a better solution, although again fraught with difficulties. In the review a comparison between a staples theory approach as adopted by Mr. Justice Berger and a mode of production approach is made with respect to a theoretical orientation toward understanding the problems inherent in the Dene economy and its potential for development.

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)0.000
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.399
Threshold uncertainty score0.969

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.022
GPT teacher head0.321
Teacher spread0.299 · 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