Mandatory Dues Check-off Reviewed in Light of the US Supreme Court’s Decision in the Janus Case
Bibliographic record
Abstract
The United States Supreme Court has recently ruled in the Janus Case that the agency shop (mandatory dues check-off) imposed by Illinois law on state employees violates the freedom of expression and association guaranteed by the US Constitution. This decision underscores the profoundly different status enjoyed by the Rand Formula in Canada, where it is considered an essential element of the nation-wide Wagner-type collective bargaining system. Not only is it permitted everywhere, legislation has made it mandatory, in one way or another, in a majority of Canadian jurisdictions, including Quebec. Furthermore, almost 30 years ago, the Supreme Court of Canada recognized that mandatory dues check-off did not interfere with the freedom of association or expression protected by the Canadian Charter of Rights and Freedoms.
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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 | 0.013 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.022 | 0.009 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.013 | 0.020 |
| Insufficient payload (model declined to judge) | 0.004 | 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".