MétaCan
Menu
Back to cohort
Record W2134324152 · doi:10.17930/agl2012127

THE ROLE OF INTERNATIONAL INSTITUTIONS IN SUSTAINABLE LOCAL DEVELOPMENT ON EXAMPLE OF ESTABLISHING MICROFINANCE IN THE REPUBLIC OF MOLDOVA

2012· article· en· W2134324152 on OpenAlexaboutno aff
Ion Certan

Bibliographic record

VenueAgroLife Scientific Journal · 2012
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal Trade and Competitiveness
Canadian institutionsnot available
Fundersnot available
KeywordsIndependence (probability theory)ExemplificationDemocracyEconomic growthSustainable developmentQuarter (Canadian coin)MicrofinanceCommissionThe RepublicPopulationPolitical scienceRural developmentDevelopment economicsAgricultureEconomicsPoliticsGeographySociology

Abstract

fetched live from OpenAlex

Given that over 80% of the EU territory is represented by rural areas inhabited by over one quarter of the EU population, the Agenda 2000 of the European Commission adopted in June 1997 includes „coherent policies of sustainable rural development”. Since the Republic of Moldova has regained its independence, it has been eager to occupy its own place among the democratic nations of the world and currently nourishes hopes to build a competitive economy. This paper will consider the ways, components, implications of the export system, preceded by a very brief description of the specifics of the Republic of Moldova. The case of the microfinance system will be used for a better exemplification, especially the part focusing on rural areas, analyzed from the quantitative and qualitative points of view.

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)0.003
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.644
Threshold uncertainty score0.238

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.028
GPT teacher head0.237
Teacher spread0.209 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueAgroLife Scientific JournalSame topicGlobal Trade and CompetitivenessFrench-language works237,207