Centennial hauntings: Reckoning with the 2005 celebration of Alberta’s history
Bibliographic record
Abstract
In 2005, the Western Canadian province of Alberta celebrated the centennial anniversary of its entry into Confederation. The prevailing discourse of the centennial was characterized by celebration through pride in the past and the opportunities of a bright future. Notably absent from the centennial focus was the present: particularly, the incoherencies and troubling events of a present marked by colonial violence and its legacy. Questioning this apparent absent present in the centennial remembrance, the authors trace the limits of the prevailing discourse in its address to Aboriginality and a legacy of colonialism. They then juxtapose the centenary with concurrent events of violent loss, arguing that such events haunt the centennial remembrance strategy. As critics of social memory, the authors argue for a conceptual practice of reckoning with histories and their haunting legacies as a mode of learning how to live in relation to unsettled pasts, for a present that may be otherwise.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.027 | 0.012 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 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".