Murals as Monuments: Students’ Ideas about Depictions of Civilization in British Columbia
Bibliographic record
Abstract
Around the world people confront monuments that celebrate historical origins, movements, heroes, and triumphs no longer seen as worthy of celebration. While an analysis of these lieux de mémoire themselves can reveal historical consciousness, the sites become particularly interesting at the moment when they inspire debate, namely, when people ask what can be done with these artifacts of earlier power configurations, outdated modes of understanding, and bygone identities. Recent protests over a series of murals depicting the origins of civilization in British Columbia, located in the central rotunda of the British Columbia Legislative Buildings, offer this opportunity. This article analyzes a sample of 53 essays written by senior high school students, responding to the dilemma of what to do about the murals. It explores four different orientations toward the past implicit in the student responses, using theoretical frames adapted from Nietzsche and Rüsen. These have implications for identities, public policies, and the teaching and learning of history in the present.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.022 | 0.013 |
| Scholarly communication | 0.011 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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".