Joint Health and safety Committee Education and the Value of Bipartite Cooperation in the Healthcare Sector in British Columbla, Canada
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
In 1999, in British Columbia, Canada, the healthcare workforce, healthcare employers and unions partnered to develop the Occupational Health and Safety Agency for Healthcare (OHSAH), a bipartite (labor-management)-governed organization with a mandate to implement evidence-based programs to reduce injury rates in health care. Within a year of its establishment, OHSAH began delivery of a province-wide joint committee education and development (JCED) program. A telephone survey after six months showed that the training program had modestly increased the establishment of new programs and had significantly increased positive health and safety behaviors and quality of JC functioning. The spirit of bipartite collaboration fostered by this and other OHSAH programs has been hugely successful at reducing injuries, time loss, and cost, and should be promoted.
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 | 0.003 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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