SHIFT WORKING AND TRADE IN LABOUR SERVICES WITH TIME ZONE DIFFERENCES
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Using a two‐factor (labour and capital), two‐good (shift‐working and non‐shift‐working commodities) model with two countries (Home and Foreign), which are located in different time zones, we highlight the impact of trade in labour services (via communications networks) on the comparative advantage of countries capable of such trade. It is shown that a comparative advantage in a shift‐working commodity is held by pairs of countries in different time zones and connected through a good communication network. Concerning factor prices, if the shift‐working commodity is capital (respectively, labour) intensive, the wage rate for day‐shift labour will decrease (respectively, increase) as a result of trade in labour services. It is also demonstrated that this labour service utilization is mutual: some of Home's day‐shift labour will be utilized for the Foreign night shift, and vice versa. Thus, periodic trade in labour services occurs across countries.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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