Environmental Aspirations in an Unsettled Time: Pierre Elliott Trudeau, the Club of Rome, and Canadian Environmental Politics in the 1970s
Bibliographic record
Abstract
Plagued by economic, energy, and national unity troubles, the 1970s were a tumultuous time in Canadian federal politics. Much less is known about Pierre Elliott Trudeau’s environmental aspirations. This article provides an account of the ideas, policies, and actions in Canadian federal politics 1968–1982. This account demonstrates that Canadian leaders aspired to a transformative environmental agenda, including a systems approach, a critique of economic growth in favour of alternative visions of prosperity, and a shift in societal values from consumerism and greed toward sufficiency and well-being. The onslaught of problems in the mid-1970s was a significant turning point in Canadian environmental politics. Although Trudeau did not discard his holistic environmental vision, he was unable to move from environmental rhetoric to action. This analysis contributes important insights into the pitfalls of navigating unsettled times such as the 1970s and has important implications for current prospects and opportunities for change.
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.
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.058 | 0.049 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".