A SHORT ONLINE COURSE TARGETING PROFESSIONALISM, THE IMPACT OF ENGINEERING ON SOCIETY AND THE ENVIRONMENT, AND ETHICS AND EQUITY
Bibliographic record
Abstract
Understanding the role and responsibilities of Professional Engineers is of immediate relevance to those who aspire to enter the profession. These obligations most prominently manifest themselves in three of the twelve graduate attributes: Professionalism; the Impact of engineering on society and the environment; and Ethics and equity. Following an analysis of the curriculum map of programs that was performed as part of the CEAB-mandated Continual Improvement process at McGill University, it was concluded that our students could benefit from additional training in the aforementioned three graduate attributes. To this end, a required, 0-credit, online course was created to further expose and train Engineering students in all programs on these three important topics. The present paper will i) review the motivation behind the creation of this new course, ii) describe the evolution of its format and design, and iii) discuss the course’s contents and implementation.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".