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Record W7052769428

1st quarter report of 2019 to the Minister for Business, Enterprise and Innovation detailing the analysis and performance of the SME Credit Guarantee Scheme at 31st March 2019

2019· report· en· W7052769428 on OpenAlexaboutno aff

Bibliographic record

VenueTrinity's Access to Research Output (TARA) (Trinity College Dublin) · 2019
Typereport
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCompetitor analysisScheme (mathematics)IrishCorporationQuarter (Canadian coin)Track (disk drive)
DOInot available

Abstract

fetched live from OpenAlex

The Credit Guarantee Scheme ("CGS") provides a State guarantee through the Department of
\nBusiness, Enterprise & Innovation (the ?Department?) to accredited Lenders (Allied Irish
\nBanks, Bank of Ireland and Ulster Bank Ireland) of 80 per cent on eligible loans or Performance
\nBonds to viable Micro, Small and Medium-sized Enterprises ("SMEs"). The Guarantee is paid
\nby the State (the ?Guarantor?) to the Lender on the unrecovered outstanding principal
\nbalance on a Scheme Facility in the event of a Borrower defaulting on the Scheme Facility
\nrepayments.
\nThe purpose of the Scheme is to encourage additional lending to SMEs, not to substitute for
\nconventional lending. SMEs are thus enabled to develop a positive track record with the
\nLender with the objective of returning to standard commercial credit facilities in time. It will
\nalso place Irish SMEs on a competitive level-footing relative to other trading competitors who
\nare able to avail of a guarantee in their own countries.
\nIt is important to note that funds provided under the Scheme are neither a grant nor a
\nsupport for ailing businesses or customers in difficulty. All decision-making at the level of the
\nindividual Scheme Facility is fully devolved to the participating Lenders.
\nThe new Credit Guarantee Scheme became operational in July 2018 replacing the previous
\nCGS 2012 and CGS 2015 schemes that had been collectively in operation since 2012 (the
\n"Legacy Schemes"). Henceforth, all references to CGS will relate to the scheme launched in
\n2018. The Department has appointed the Strategic Banking Corporation of Ireland ("SBCI")
\nas Operator.

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)0.012
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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 score0.095
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.009
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0030.005
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.082
GPT teacher head0.376
Teacher spread0.293 · 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.

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
Published2019
Admission routes1
Has abstractyes

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