Perfiles de mercado de las provincias de Canadá
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
El proyecto Perfiles de Mercado de las Provincias de Canada consiste en una guia de apoyo para los exportadores colombianos, facilitando la toma de decisiones a partir de un panorama detallado de cada una de las provincias que conforman el pais. En este documento se exponen el perfil demografico, politico, geografico, economico y logistico de cada provincia, donde se encuentra informacion acerca de rutas de acceso, aeropuertos, puertos, zonas francas e infraestructura. Adicionalmente, se evaluan los principales productos importados por cada provincia y sus proveedores mas significativos. A su vez se analizan los diez productos con mayor participacion en las exportaciones colombianas hacia cada provincia de Canada, teniendo en cuenta proveedores, participacion en el mercado, requisitos de importacion, procedimientos de importacion y regulaciones arancelarias.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
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