No Right to be Safe: Justifying the Exclusion of Alberta Farm Workers from Health and Safety Legislations
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
Alberta remains the only Canadian province to exclude agricultural workers from the ambit of its occupational health and safety laws. Consequently, farm workers have no right to know about workplace safety hazards and no right to refuse unsafe work, thereby increasing their risk of a workplace injury. This study uses qualitative content analysis to identify three narratives used by government members of the legislative assembly between 2000 and 2010 to justify the continued exclusion of agricultural workers from basic health and safety rights. These narratives are: (1) education is better than regulation, (2) farms cannot be regulated, and (3) farmers don’t want and can’t afford regulation. Analysis of these narratives reveals them to be largely invalid, raising the question of why government members rely upon these narratives. The electoral rewards associated with maintaining this exclusion may comprise part of the explanation.
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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 it