Design and operation of a Canadian University Containment Level 3 Facility
Bibliographic record
Abstract
The Canadian Research Institute for Food Safety (CRIFS) Containment Level 3 (CL3) Facility is the first permanent CL3 laboratory to be built at the University of Guelph. This facility is to provide CRIFS researchers and campus associates the means to work with indigenous Risk Group 3 (RG3) infectious materials within a safe and highly controlled environment. In Canada, the construction, commissioning and operation of containment facilities are mandated and monitored by two federal regulating agencies, the Public Health Agency of Canada and the Canadian Food Inspection Agency. Success in managing a Containment Level 3 Facility, especially one where the intended function has not been restricted to a particular type or group of Risk Group 3 agents, demands that extraordinary provisions be in place to ensure compliance with the current standards and regulations. Therefore, it has been necessary to develop effective criteria focusing on policy, standards, procedures and training programs not only for potential users and support staff but also for the University of Guelph Biosafety Program to clearly demonstrate the responsibilities of CRIFS, Physical Resources - Operations and Maintenance, and the University Administration (Biosafety Officer, EH&S, Campus Security Services).
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.003 |
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 source (direct Gemma or distilled Codex), 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".