A Short Update on the Dow Chemical Canada Case: Downward Transfer Pricing Adjustments
Bibliographic record
Abstract
Canada’s Federal Court of Appeal has reversed the decision of the Tax Court of Canada in the Dow Chemical Canada case, finding that the Tax Court lacked jurisdiction to judicially review and remediate the exercise by the tax authorities of their discretion in administering the tax law. The Tax Court, faced with the tax authorities’ unwillingness to provide a downward transfer pricing adjustment in one of two affected taxation years, had reasoned that making judgments about how the law applies is intrinsic to assessing income and accordingly within the jurisdictional competence of that Court to adjudicate substantive tax questions. The Federal Court of Appeal disagreed, basing its decision on a strict construction of the empowering statutes for each Court, drawing attention to decisions that taxpayers and their advisories must make in light of the separate jurisdictional competencies of the Tax Court and the Federal Court of Canada.
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 | 0.004 | 0.020 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.008 |
| Science and technology studies | 0.014 | 0.008 |
| Scholarly communication | 0.014 | 0.007 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.016 | 0.019 |
| Insufficient payload (model declined to judge) | 0.013 | 0.003 |
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".