“That’s where our future came from”: Mining, landscape, and memory in Rankin Inlet, Nunavut
Bibliographic record
Abstract
Based on ethnographic and oral history research, this article investigates community experiences of historical and contemporary mineral development in the Arctic through an analysis of the cultural landscape of Rankin Inlet, Nunavut. The town was established in the 1950s around the North Rankin Nickel Mine—Arctic Canada’s first industrial mining operation. The mine’s rapid closure in 1962 dealt a devastating blow to the local economy, with about half the community staying in Rankin Inlet and struggling to make a living. In spite of the long period since closure, the mine’s influence is still present in the town’s built environment and cultural landscapes. Our research seeks to reveal the symbolic attachments both Inuit and long-term Qallunaat residents have formed with the post-industrial landscape. We argue that Rankin Inlet, as a community, is coming to terms with and (re)staking its claims to its industrial past, as part of contemporary efforts to manage the costs and benefits of new mineral development in the region.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.014 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".