Evaluating the efficacy of the education and training program of the TCPS 2
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 2011, the Secretariat on Responsible Conduct of Research launched a set of educational opportunities to facilitate and enhance the dissemination of TCPS 2, the 2nd edition of the Tri-Council Policy Statement: Ethical Conduct for Research Involving Humans (2010), which guides Canadian research ethics. Three educational modalities were implemented to aid participants in developing or refining their ethical understanding and practice: (i) Regional Workshops, which brought together diverse disciplinary perspectives; (ii) the CORE tutorial, which enabled individuals to discover the various aspects and applications of the Policy; and (iii) Webinars, which provided participants with the opportunity to explore deeper dimensions of research ethics. This article reports on the findings of a national program evaluation team which measured the effectiveness of the educational program and provided recommendations for future opportunities.
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 | 0.062 | 0.446 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.006 |
| 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