MINIMUM WAGE EFFECTS ON PERMANENT VERSUS TEMPORARY MINIMUM WAGE EMPLOYMENT
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
We estimate the effect of minimum wages on employment using the Master Files of the Canadian Labour Force Survey over the recent period 1997–2008. Particular attention is paid to the differences between permanent and temporary minimum wage workers—an important distinction not made in the existing literature. Our estimates for permanent and temporary minimum wage workers combined are at the lower end of estimates based on Canadian studies estimated over earlier time periods, suggesting that the adverse employment effects are declining over time for reasons discussed. Importantly, the adverse employment effects are substantially larger for permanent compared to temporary minimum wage workers; in fact they fall almost exclusively on permanent minimum wage workers . ( JEL J30)
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.004 |
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