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Record W3123056897

Reining in the Risks: Rethinking the Role of Crown Financial Corporations in Canada

2013· article· en· W3123056897 on OpenAlexaboutno aff
Finn Poschmann, Philippe Bergevin

Bibliographic record

VenueC.D. Howe Institute Commentary · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsMandateFinanceBusinessRevenueContext (archaeology)Financial system
DOInot available

Abstract

fetched live from OpenAlex

Crown corporations are business enterprises owned by governments – having been established to achieve a range of public policy goals, they tend also to have revenue-generating objectives. In the financial sector, the Crowns typically had their origins in a perceived lack of credit – a credit market gap – for some consumers and businesses. In this Commentary , we test the rationale for financial Crown corporations’ continued existence, in the context of the mandate and activities of three federal Crown financial corporations: the Business Development Bank of Canada (BDC), Export Development Canada (EDC) and Farm Credit Canada (FCC). We argue that the rationale for their continued existence is difficult to sustain, because the market failures they are intended to address are not well defined. The financial Crowns’ intertwinement with domestic political and business institutions, however, makes their rapid unwinding unrealistic. The issues we address, therefore, are the extent to which they complement or displace private activity, and whether their access to low-cost capital leads these Crowns or their counterparties to take on excessive risks. We find that all Crowns compete to some extent directly with private financial institutions, and hence operate beyond any potential market gap. FCC, whose share of total farm loans has grown from less than 15 percent in the 1990s to 29 percent in 2011, appears to operate the farthest removed from a complementary role. We also find that Crowns’ operations pose risks to taxpayers and the overall economy – and that these risks seem to have grown in recent years. In particular, the FCC has grown alongside a rise in the level of farm indebtedness and a bidding-up in farm asset values, including supply-managed farm quotas. We recommend policies limiting these Crowns’ activities to better align them with their core mandates and economic rationales. The Crowns’ mandates should be clearly circumscribed, and even rolled back. The Crowns’ practices should be monitored consistently to ensure adherence to their mandates and to ensure they do not pose undue risks for taxpayers and the economy.

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)0.009
metaresearch head score (Gemma)0.035
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.799
Threshold uncertainty score0.927

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.035
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0360.018
Scholarly communication0.0190.006
Open science0.0040.007
Research integrity0.0070.012
Insufficient payload (model declined to judge)0.0040.000

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 head0.037
GPT teacher head0.270
Teacher spread0.234 · 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
GenreCommentary

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

Citations1
Published2013
Admission routes1
Has abstractyes

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