Bibliographic record
Abstract
Canadian copyright collectives and the Copyright Board have in recent years advanced the theory that when the Board certifies collectives’ tariffs (or fixes the royalties in individual cases), those tariffs become mandatory on users. Users have no choice whether to deal with the collective; they must pay the specified royalties as long as they make a single unauthorized use of a work from the collective’s repertoire. Many users, for some strange reason, have also subscribed to this view, despite its extraordinary consequences. This article, first in a series of two, shows that this spectre of a “mandatory tariff” lacks any basis in law. Established case law debunks it, standard principles of statutory interpretation contradict it and the legislative history discredits it. An approved tariff creates a compulsory licence that interested users can avail themselves of, if they wish to obtain a licence, but it does not force users to become licensees. Copyright collectives can recover unpaid royalties only from users who offered to pay them and later default on their payment.
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 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.022 | 0.025 |
| Scholarly communication | 0.014 | 0.007 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.008 | 0.007 |
| Insufficient payload (model declined to judge) | 0.014 | 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".