Bibliographic record
Abstract
Because they include living materials and are influenced by the fluctuating conditions ofnature, gardens activate another kind oftime. Working with living materials entails a certain relinquishing ofcontrol, and despite the meticulous care bestowed on the gardens, there remains an inevitable uncertainty about outcome (Johnstone 2,007, 9). A garden should present a correspondingpuzzle to be fathomed, some things veryr clear and others veiled (Jencks 2,003, 2,5). T he First Nations Garden in the Montreal Botanical Garden is a municipally-funded horti-cultural site situated within the tradition of botanical gardens as public areas for leisure and eco-tourism. It is a pastoral garden consisting of indigenous plant species from Quebec, set on an area consecrated by the botanical garden's founder in 1934, Frere Marie-Victorin, to the botany of Quebec. The garden was inaugurated in 2,001 as part of Montreal city-wide commemorations of the 300th anniversary of the 1701 Treaty, La Grande Paix (The Great Peace), between French colonizers and thirty-nine aboriginal nations (Havard 2,001). This inception immediately situates the garden within colonial history and colonial relations-interpreted as an economy of negotiation and exchange, a relational rhetoric repeated in a number of ways throughout the garden's design, didactic materials and extended publicity. Lucille Brockway (2,002,) has rigourously explored the role of botanical gardens in European colonial expansion, showing how they have historically served as repositories for the 'collection' of flowers, plants and trees within colonial and imperial regimes. One of the oldest botanical gardens, Le Jardin des plantes, housed within the Museum national d'Histoire naturelle, was established under King Louis XlII in Paris in 172,6 as the Jardin royal des plantes medicinales, then as the Jardin du Roi in 1739, and finally, as the Jardins des plantes after the French Revolution. The history of the famous Royal Botanic Kew Gardens in London demonstrates its conversion in 1760
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.002 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.409 | 0.039 |
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".