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Record W6991562499

The G-20 Toronto Summit Declaration June 26-27, 2010

2017· article· en· W6991562499 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.

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

VenueSMU Scholar (Southern Methodist University) · 2017
Typearticle
Languageen
FieldEngineering
TopicAdvanced Materials Characterization Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsSummitEconomic recoveryDeclarationUnemploymentFinancial crisisCorporate governancePrivate sectorStimulus (psychology)Earth Summit
DOInot available

Abstract

fetched live from OpenAlex

PREAMBLE1.In Toronto, we held our first Summit of the G-20 in its new capacity as the premier forum for our international economic cooperation.2. Building on our achievements in addressing the global economic crisis, we have agreed on the next steps we should take to ensure a full return to growth with quality jobs, to reform and strengthen financial systems, and to create strong, sustainable and balanced global growth.3. Our efforts to date have borne good results.Unprecedented and globally coordinated fiscal and monetary stimulus is playing a major role in helping to restore private demand and lending.We are taking strong steps toward increasing the stability and strength of our financial systems.Significantly increased resources for international financial institutions are helping stabilise and address the impact of the crisis on the world's most vulnerable.Ongoing governance and management reforms, which must be completed, will also enhance the effectiveness and relevance of these institutions.We have successfully maintained our strong commitment to resist protectionism.4. But serious challenges remain.While growth is returning, the recovery is uneven and fragile unemployment in many countries remains at unacceptable levels, and the social impact of the crisis is still widely felt.Strengthening the recovery is key.To sustain recovery, we need to follow through on delivering existing stimulus plans, while working to create the conditions for robust private demand.At the same time, recent events highlight the importance of sustainable public finances and the need for our countries to put in place credible, properly phased and growth-friendly plans to deliver fiscal sustainability, differentiated for and tailored to national circumstances.Those countries with serious fiscal challenges need to accelerate the pace of consolidation.This should be combined with efforts to rebalance global demand to help ensure global growth continues on a sustainable path.Further progress is also required on financial repair and reform to increase the transparency and strengthen the balance sheets of our financial institutions, and support credit availability and rapid growth, including in the real economy.We took new steps to *build a better regulated and more resilient financial system that serves the needs of our citizens.There is also a pressing need to complete the reforms of the international financial institutions.5. Recognizing the importance of achieving strong job growth and providing social protection to our citizens, particularly our most vulnera-625

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.911
Threshold uncertainty score0.928

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.021
GPT teacher head0.245
Teacher spread0.224 · 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