Great Lakes Forestry Centre Insect Production Services STANDARD OPERATING PROCEDURE
Bibliographic record
Abstract
This Standard Operating Procedure (SOP) has been modified for applicability to the newly constructed Great Lakes Forestry Centre (GLFC) Insect Quarantine (IQ) Facility. Changes include the following:-The floor plan has been revised.-The title “Insect Quarantine Officer (IQO) ” has been revised to “Bio-Safety Officer (BSO) ” to match terminology used by the regulatory authority (i.e., Canadian Food Inspection Agency- CFIA).-Insect Production Services (IPS) personnel now have a separate entrance to the quarantine facility via the domestic rearing zone; all other personnel are restricted from using this entrance.-When portions of the quarantine zone require heightened bio-safety measures, personnel working in those areas will be required to wear bunny suits, shoe covers, head covers and beard covers (if applicable), rather than lab coats as required elsewhere in the facility; notices will be posted in the change rooms and at affected research modules whenever heightened bio-safety measures are required.-Personnel no longer have access to the entire quarantine facility, only to areas for which access was approved by the BSO.-Lists of equipment available to facility users have been revised.-Storage room C343 is no longer available to facility users.-Facility users will be required to assist with splitting of log bolts when quantities are large or when the log bolts exceed the maximum size restriction.-A central vacuum system, chemical fume hood and wireless phone system are
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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 | 0.017 | 0.038 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.299 | 0.237 |
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".