Evolution of Colombia’s market for manufactured products of the wood industry
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
A detailed exploration of the development of Colombia's market for manufactured products of the wood industry since its early days, with an analytical focus on the period 1970-2021, is presented. The examination of early days draws upon historical information, wood industry-specific statistics derived from Colombia’s Annual Manufacturing Survey and industrial census, and data from the National Accounts of Colombia (NAC), which offers insightful understanding of the market dynamics up to the end of the 1960s. For 1970 to 2021 comprehensive consolidated data derived from the Supply and Use Tables of the NAC and other sources provides the base for an in-depth examining of the market aspects such as quantities of supply (national production), demand, and the components of demand – including domestic consumption, exports, and imports. The exploration reveals a significant shift in the manufactured products of the wood industry market’s dynamics, transitioning from a primarily domestic consuming and export-driven one to a market increasingly reliant on imports to satisfy domestic consumption. Critical factors contributing to this shift are identified, highlighting Colombian forest resource depletion and inadequate nation’s wood industry development. The paper synthesizes historical data to articulate the interplay between economic policies and market outcomes, culminating in a discernible need for strategic industry modernization. Furthermore, it offers comprehensive and detailed information, facilitating a thorough understanding of all market aspects without necessitating consultation of additional sources.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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