Bibliographic record
Abstract
Over the last 20 years, utility regulators have relaxed their oversight of cost-ofservice regulation and this holds true for Alberta, where such regulation determines the fees associated with oil and gas pipeline usage. The traditional method has been for regulators to issue binding decisions on a firm’s cost of service after taking evidence at a formal hearing. Many regulators now prefer to encourage parties to settle a cost-of-service agreement through a negotiated settlement, which the regulator then approves. This process not only saves the cost of a hearing, it also permits firms and consumers to trade costs and benefits, settling on a final price more favourable to both. The author details how this arrangement can negatively impact future consumers by allowing the firm to defer the true burden of its depreciation expenses in return for inflated capital costs. Such a settlement lowers prices for the present but saddles future consumers with higher prices.
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 | 0.019 | 0.075 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.010 |
| Scholarly communication | 0.023 | 0.020 |
| Open science | 0.005 | 0.012 |
| Research integrity | 0.010 | 0.011 |
| Insufficient payload (model declined to judge) | 0.053 | 0.005 |
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".