“Nervous nellies and nay-sayers”: Social movements and Canada-United States free trade
Bibliographic record
Abstract
Free trade is part of neo-liberal economics, which is centred on the free market principles of limited government regulation and private sector competition. Free trade focuses on the elimination of trade barriers and tariffs. In Canada, the movement toward free trade began in 1985 with the Royal Commission on the Economic Union and Development Prospects for Canada, which encouraged free trade between the United States and Canada, and concluded with the 1988 federal election that sealed Canada’s fate within economic union with the United States. This article will combine a Neo-Marxist and Political Process Theory framework to address how during the period from 1985 to 1988, Canadian social movements adopted innovative tactics and mobilized against free trade to gain greater influence over trade policy. Keywords: free trade; social movements; Canada; United States; Auto Pact; United Steel Workers; Canadian Auto Workers, National Action Committee on the Status of Women; Council of Canadians; Macdonald Commission
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.028 | 0.024 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".