The Brickyards Journal Connecting Consumers To Sustainable Fashion Through Print Media
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The Brickyards Journal is a creative exploration into print media and information distribution – analyzed particularly within the slow fashion/sustainable fashion industry. The project utilizes an arts-based research approach to explore the intersections of the Slow Food and Slow Fashion industries, and their relationships with consumers through print media. While slow food has become a popular sustainably-driven movement, slow fashion has struggled to create the same roots in consumers fashion shopping habits and perspectives towards clothing. This paper analyzes the steps taken by the Slow Food movement and considers how to educate consumers on sustainability and the fashion industry in an analogous way. The result is a creative project that makes sustainable fashion information available and most importantly applicable, through a 54-page printed journal drawing new attention to both the local industry and the practices that will allow us to continue to flourish as a society.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.003 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it