Conscious - Record Cover Design for Roya Yazdanmehr
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
Complete understanding of oneself stems from deep within. Genuine connection with one’s body, mind, and soul can be achieved through introspection, understanding, and forgiveness of one’s hardships. This album cover features a drawing representing connecting with one’s inner child — an essential step leading to the spirit’s nourishment. Emotional and spiritual healing allows people to recognize their growth and acknowledge their worth. Empowering them to honour themselves, fearlessly be themselves, and accept others’ appreciation for being who they honestly are. The pattern in the illustration can be visually interpreted as movement. It is a visual metaphor representing how the human mind constantly flows with thoughts, innovations, creativeness, and feelings. The cover can be appreciated as a visual message, each aspect working with the other. A sense of ease is brought to the overall design through the use of a limited colour palette. The deep shade of plum, white text, and negative black space contrast each other with a solid effect. The pairing of a cursive typeface and a lightweight sans-serif presents delicate femininity and balance. The insert and centre labels remain cohesive with the rest of the design by repeating the illustration presented on the cover. Clear hierarchies created through type assist in differentiating the front of the insert from the back. The centre labels still provide enough variation for sides A & B to be differentiated while presented similarly. Department: Design Studies Faculty Mentor: Constanza Pacher
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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