Cross-border workers' compensation coverage and NAFTA: Analysis of coverage in American and Canadian jurisdictions.
Bibliographic record
Abstract
Workers’ compensation is a social insurance program with different attributes in the United States, Canada and Mexico. Workers’ compensation programs are largely privately funded. In all North American jurisdictions, workers’ compensation benefits are paid for by employers, through insurance premiums. More dangerous occupations have higher premium rates than do safer occupations and industries. The North American Free Trade Agreement (NAFTA) makes more likely the possibility that workers from one jurisdiction, made ill or injured by their employment, will seek help in a transborder jurisdiction. A survey of North American regulators was conducted. Trucking and transportation are important industries in workers’ compensation. Workers in these industries sustain frequent injuries, and workers’ compensation insurance for these workers is expensive. Coverage related issues do not appear to pose a large problem for American and Canadian officials, as pertains to NAFTA and cross-border employment or injuries.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".