Chill and Jazz at the Lake: : Record Package Design for Roya's "Breath & Being"
Bibliographic record
Abstract
This project is an album design for Roya's Breath & Being, created for the Typography II course (DESN 231). This Canadian artist's musical identity is an eclectic mix of styles that makes her songs cheerful and approachable while also alluding to her family roots. The design uses a casual aesthetic to transmit Roya's self-expressive and lively music. One lonely figure sits on the edge of the lake, looking at their reflection in the water, as a metaphor for one's self-observation and desire for connecting with people. Illustrations and text were hand-rendered to communicate self-expression. Elements such as brush strokes and gestural imprints reinforce the idea of a personal mark. These physical textures are also symbolic of musical textures, a fundamental aspect of Roya's work. The use of organic shapes and bright colours make the design whimsical. A touch of orange in the palette provides coziness to counterbalance the cool-toned areas. Ripples in the water are dynamic and perform as visual representations of melody and harmony. They also appear in the center labels as concentric waves emanating from the record. The waves embody the dialogue between the singer and her audience: as the music plays, sound propagates to reach the listeners. The final piece is an engaging scenery that invites listeners to enjoy Roya's art, combining visual rhythm and emotion in allusion to her music. Department: Design Studies Faculty Mentor: Constanza Pacher
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.045 | 0.009 |
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".