Bibliographic record
Abstract
Looking for a way to promote your profession, your practice, and the importance of animal health care? If so, the CVMA is here to help! As you know, Animal Health Week (AHW) is a national public awareness campaign organized by the CVMA and hosted by veterinarians across Canada. The AHW campaign provides veterinarians working in all capacities with an opportunity to show how much they care. Veterinarians can do this by promoting responsible animal ownership and the importance of proper animal health care to animal owners in their communities. To assist in your AHW activities, the CVMA, along with its valued campaign sponsors Hill's Pet Nutrition, Merial Canada, Iams, Pet Plan Insurance, Scotiabank, and the CVMA Pet Food Certification Program, is pleased to provide 7 handy promotional items, including posters, coloring books, T-shirts, and temporary tattoos! The newest items for the 2003 campaign are colorful pet bandanas and pens imprinted with the AHW slogan “V is for Veterinarian.” These fun, inexpensive items are bound to be a hit with clients and even the clinic staff! There's still time to place your AHW order, EARLY! This year, one lucky clinic will be given the opportunity to celebrate AHW in style. Orders received before the early bird deadline of July 15th will be eligible to win a beautiful, mounted AHW poster, courtesy of the poster sponsors, Hill's Pet Nutrition and the Canadian Veterinary Medical Association. The official deadline to place an AHW order is July 21st. Be sure to plan now for a fun fall AHW celebration! For more information on how you can get involved, contact Janice Mercer, Manager, Communications at 1-800-567-2862, extension 19 or by e-mail (gro.vmca-amvc@recremj). (by Janice Mercer, Manager, Communications, CVMA)
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.616 | 0.377 |
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".