Resource sterilization: reserve replacement, financial risk, and environmental review in Canada's tar sands
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract. Pivoting on the process of reserve replacement undertaken by key oil transnationals in Canada as a spatial fix for capital, the article considers how individual firms employ formal review processes to project their strategic interests. The proponent firm shapes, through its own participation, the regulatory terrain on which competitors will subsequently operate. In Alberta's tar sands, the oil industry's reserve replacement process serves as a spatial–temporal fix for capital, and the review process and tribunal acts as a complementary socio-ecological fix – restricting social/affective claims, including First Nations resistance, to an official tribunal setting. In seeking formal approval to replace declining oil and gas reserves with unconventionals, proponent firms claim investor security, while social movement opponents emphasize risk and insecurity arising from carbon-intensive, frontier extraction. In the case of the contested Shell Jackpine Mine Expansion Joint Review Panel, as in other environmental assessment processes in Alberta, the proponent firm and state representatives employ the oxymoronic term ‘resource sterilization’ to describe ecological protection. ‘Resource sterilization’ offers a discursive representation of how capital's spatio-temporal fix in unconventionals is facilitated through the terms of the formal review process, in which social claims are muted.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it