Credentialed Evaluator Designation Program, the Canadian Experience
Bibliographic record
Abstract
Abstract The Credentialed Evaluator (CE) designation is a service provided by Canadian Evaluation Society (CES) to its members, who may elect to become credentialed on a voluntary basis. The designation means that the holder has provided evidence of the education and experience required by the CES to be a competent evaluator. The author briefly examines the impetus for the CE designation, the value it represents for the Canadian evaluation community, the development of the system including structure and administration, and how it is evolving as we learn from professionalizing evaluation in Canada. Concerns expressed during the development of the Competencies for Canadian Evaluation Practice mirrored those expressed about the development of a professional designation. The CE designation is about providing a path for new evaluators and a clearer direction for more established evaluators for their ongoing development. © Wiley Periodicals, Inc., and the American Evaluation Association.
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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 | 0.037 | 0.046 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.020 | 0.010 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.003 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".