Scoping Study Of The Biophysical And Economical Impacts For The Construction Of The Proposed 500kv Transmission Line Between Alberta And British Columbia
Bibliographic record
Abstract
The scoping study of the biophysical and economical impacts for the proposed 500 kV transmission line between Alberta and British Columbia presents the identification of the most relevant potential environmental impacts that could be produced as a result of the execution of the transmission line project. International, national and provincial guidelines and manual have been used in order to enforce the best practice of scoping for the proposed project. This Masters Degree Project (MDP) is aimed to provide to the affected and interested parties with a preliminary assessment of the most important biophysical and economical impacts that could result from the construction of a 500 kV –AC interprovincial transmission line between Alberta and British Columbia (BC) as proposed by the Alberta Electric System Operator (AESO) on its 2009 Long-Term Transmission Plan. This document will present relevant information for a sound decision-making process within the provincial environmental agencies, and for the future benefit of the final and official environmental impact assessment. This MDP should not be considered as an official scoping study of the proposed transmission project, as the author is not a registered environmental consultant, and has been prepared for educational purposes only.
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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 | 0.009 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.009 | 0.013 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".