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Record W7009722978

Evaluación de la contratación pública mediante indicadores en el Gobierno Municipal de Santo Domingo, Ecuador

2024· article· en· W7009722978 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

VenueDialnet (Universidad de la Rioja) · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicPublic Health and Environmental Issues
Canadian institutionsnot available
Fundersnot available
KeywordsProcurementGovernment (linguistics)Work (physics)Quality (philosophy)Performance indicatorLocal governmentQuarter (Canadian coin)Public sector
DOInot available

Abstract

fetched live from OpenAlex

Public procurement is the process of implementing a set of policies for improving the quality of life of the population. In Ecuador, a system of indicators is established to evaluate the performance and effectiveness of public procurement processes. to evaluate the public procurement processes of the Municipal Decentralized Autonomous Government of Santo Domingo through the system of management indicators is the overall objective. The study was of mixed modality with emphasis on the quantitative; of nonexperimental, cross-sectional and descriptive type. The empirical methods were documentary analysis and measurement through a system of indicators. An analysis of public procurement indicators for the period 2020 to 2023 was developed, determining that budget execution is 65 per cent on average, well below the national average; in addition, the work is insufficient, but there is more effectiveness in planning needs and developing procurement processes. The indicators during the first quarter of 2024 had a similar behavior to previous years and from the analysis developed a group of improvement actions was proposed. The research showed that public procurement work in the municipality of Santo Domingo has a stable behavior, however the levels of efficiency are still insufficient, so a set of actions were proposed that could improve public procurement processes in the GAD and its associated companies.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.374
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.007
GPT teacher head0.296
Teacher spread0.290 · 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