Modelo de turismo sustentable en Suesca - Cundinamarca como área protegida
Bibliographic record
Abstract
iii "La teoría económica nos enseña que el turismo es una de las actividades más rentables en la historia del planeta.Se trata de un sector que no conoce fronteras, no solo por el hecho de basarse en los viajes, sino porque las ramificaciones de su industria tocan a múltiples aspectos de nuestra cotidianidad.El actual rumbo de la globalización, sin embargo nos impone también evaluar cuáles son los riesgos de apostar por el turismo como motor de desarrollo y en qué medida es posible combinar el impulso a esta actividad económica con la sostenibilidad social y ambiental.Poner el acento en la vinculación entre el turismo y el desarrollo significa analizar en qué condiciones el turismo puede contribuir de forma efectiva a la lucha contra la pobreza, la injusticia social y el deterioro ambiental y cómo puede, promoviendo el respeto, la hospitalidad y el diálogo, convertirse en un instrumento para la resolución de conflictos entre culturas".
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.020 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".