MétaCan
Menu
Back to cohort
Record W2744185931

Quarterly Economic Commentary, Autumn 2011

2011· preprint· en· W2744185931 on OpenAlex
Joseph Durkan, David Duffy, Cormac O'Sullivan

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueArrow@dit (Dublin Institute of Technology) · 2011
Typepreprint
Languageen
FieldSocial Sciences
TopicRegional Development and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsRestructuringEconomicsIrishDebtQuarter (Canadian coin)EconomyEconomic policyMacroeconomicsFinanceGeography
DOInot available

Abstract

fetched live from OpenAlex

The situation in the international economy has deteriorated in recent months. The eurozone debt crisis has not been resolved, rather it has spread, and now two major economies, France and Italy, are pursuing restrictive policies to contain budget deficits, in tandem with contractionary policies in Spain, Greece, Portugal and Ireland. As a consequence, output in the eurozone economy will perform very poorly and may contract year?on?year and is certainly likely to contract from the end of 2011 to the end of 2012. This will have the effect of making it difficult for all eurozone countries to meet fiscal targets. This outcome will also hamper the restructuring of the UK economy and reduce its growth prospects. The US economy now seems to have recovered from the poor performance that began in the fourth quarter of 2011. Given this very unfavourable background the Irish economy is likely to experience very limited growth ? less than 1 per cent for GDP and a fall in GNP next year. Three months ago the possibility of building on an improved performance in 2011 made us reasonably optimistic about growth in the economy and growth in employment. The deterioration in the eurozone economy makes that unlikely now, though the fiscal targets set for next year are achievable. If the eurozone were an economy with a fiscal and monetary authority, the present situation would call for an expansionary fiscal policy and a looser monetary policy accompanied by a realistic level of restructuring of the banking\nsystem. In the absence of such a structure, coordinated action is the obvious approach, yet the structures are not there to achieve this and the ECB has resolutely set its stance against a much more activist approach. The present situation contains elements reminiscent of policy during the Great Depression, when a mounting crisis was confronted by an orthodoxy that resulted in great poverty that could have been avoided. Without decisive intervention the eurozone economies will be seriously constrained, will grow very poorly and make the resolution of the debt crisis more difficult. We now expect export growth and the level of investment to be less in 2012 than previously forecast. Total final demand will grow only by about 1.9 per cent and domestic demand will fall again. Employment will weaken further and we expect the labour force to decline as participation rates fall and people emigrate. The Troika targets are likely to be realised this year, though perhaps not to the extent we had hoped. For 2012 the targets are also likely to be realised, in spite of the deteriorating international situation.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.531
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.038
GPT teacher head0.301
Teacher spread0.263 · 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