La competitividad en la subasta inversa en la actividad contractual del Estado
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.
Bibliographic record
Abstract
La normatividad que rige en la actividad contractual en el Estado colombiano se ha modificado legal y reglamentariamente en varios aspectos, con la inclusión de disposiciones, como la que admite la realización de la subasta inversa en ciertas modalidades de selección. En desarrollo de una metodología exploratoria se recopiló y analizó regulación legal, doctrina, recomendaciones foráneas y jurisprudencia, con el propósito de especificar el marco legal vigente aplicable e identificar críticamente en el panorama colombiano, variables que podrían incidir en la competitividad y, por ende, en la participación, por fenómenos asociados a prácticas colusorias o de cárteles, para ampliar el conocimiento del procedimiento adoptado en las compras gubernamentales, con respecto a su utilización y a comportamientos de los sujetos en la actividad contractual.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it