Bibliographic record
Abstract
With the shift in perspective from temporary to permanent residence in this country, Sikhs are caught in between two polar ends of homeland and diaspora. This thesis attempts to illuminate a third – a universal permanence free of physical barriers. This account describes a movement towards establishing a Sikh homeland that is manifested in the collective Sikh body of the world rather than in the physical land of Punjab. \n \nThe turban that is the physical identity of the Sikhs in diaspora has also come to represent the rigidities of the culture, which neglect the omnipresent divinity, and sacredness of every place. In its form and content, this thesis is engaged in “unfolding of the turban” to open it to the new worlds it is now a part of, to create a new beginning as a human body unfolds upon death into its five primal elements on the verge of reviviscence. \n \nSikhs worldwide are aware of their need to convert diaspora back into a homeland, to fight against restrictions that hinder the completion of rituals of life and death. The unraveling of the turban into an undulating path allows for a new perspective on permanence for the Sikhs in foreign lands. Unfolded into a form of the meandering river, the turban also represents the eternally flowing waters. \n \nThe silent sacredness of the water indistinctly exists in Toronto. Behind the towering city, the Don River often flows quietly, leading a life parallel to that of the River Ganges and the River Sutlej. This once pastoral valley that sustained villages and nature is now discarded, in post-industrial despair. Trapped within these modern city confines, the river still secretly retains the power to transfigure souls, but its powers of reviviscence remain unidentified and unused due to restrictive cremation bylaws. \n \nThis thesis attempts to create for the Sikhs an essential funeral landscape, whose icons may be read through an anamorphic lens of Sikh culture, while providing for all an opportunity to engage the forgotten river, and its energy.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.008 |
| Scholarly communication | 0.009 | 0.008 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.100 | 0.026 |
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".