Grief Becomes Her: Fashion Connections in Daemon & Saudade
Bibliographic record
Abstract
This essay will present a portion of a body of artwork entitled Daemon & Saudade that was exhibited at the Art Gallery of Northumberland in Cobourg, Ontario from November 15th, 2018, through January 13th, 2019. Photography, fashion, textiles, and jewellery were used in the creation of this interdisciplinary work to explore stories of grief, loss, and the careful crafting of identity. Images and wearable sculptures document time, emotion, and circumstance as they convey personal narratives derived from journaling and sketching. Acrylic and ceramic mourning jewellery show the physical embodiment and beautification of emotion through embellished personal tokens that forever link fashion and grief. The work in Daemon & Saudade demonstrates a role that fashion plays in articulating identity, allowing us to choose what we reveal or conceal and even to mask the experiences and emotions of our daily lives to those closest to us. Collectively, it captures and preserves the marks left on us by the experiences we live. Whether it is the loss of a loved one or a relationship, grief is a condition, a state, an emotion, and a process we all share.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.017 | 0.019 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".