Efectos socioeconómicos y ambientales de una disminución de ingresos laborales en la economía de Tzucacab, Yucatán: simulación por matriz de contabilidad social
Bibliographic record
Abstract
It simulates the effect of a decrease in earnings from abroad to\nTzucacab, from the Riviera Maya tourist region, showing that\nthe decline in household income of the town results in negative\neffects on various sectors of production such as cornfield, mount\nand trade and a magnitude less than proportional to the decrease\nin income from remittances. For the whole economy, there is a\ndecrease in the level of extraction of forest resources, even if\nthe demand for these resources at home could increase significantly\nbut not to alter the overall effect of lowering. This article\ncomplements showing migration behavior (region and outside of\nMexico-United States and Canada) with the result that although\nthere is significant amount of people who migrate, is increasing\nthe flow out meaning that is due to the precarious state of the\neconomy and lack of jobs, so labor looms external dependence\nand therefore employment and family income.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; both teacher heads agree on what is shown here.
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".