Zen Studio Meditation for Kids by P. Bonita & B. Silverman
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
Bonita, P., & B. Silverman. Zen Studio Meditation for Kids. Edoki Academy, 2016. Vers 1.15. Apple App Store, https://itunes.apple.com/us/app/zen-studio-meditation-for-kids/id1051358262?mt=8 
 Suggested age range: 4+ Cost: Free with in app purchases (complete version $3.99 USD)
 Edoki Academy has effectively created an app that allows children to appreciate music and art as relaxation aids. Their Zen Studio Meditation for Kids is a painting app that allows children to virtually finger paint by filling in a grid of triangles with colours as music notes simultaneously play. The free version of the app offers two blank canvases and two canvases with tutorials that they can follow. The app is designed well and is intuitive enough that is does not need the clutter of menus or instructional detours. The only instances where guidance is visible are when new spaces on the grid are exposed to guide users to the next colour, or when the congratulatory confetti explodes on the screen to signify that a tutorial is completed. It is important to note that once a tutorial is completed the music continues to play and children can continue painting over the triangles as they please without the pressure to move on to a new tutorial. There is no feedback or time limit given for the tutorials because the point is to relax and enjoy the process. What makes the app unique is the layering of music that happens when the background meditation music blends with the notes that play each time a triangle is filled in with colour. This allows children to relax to the background music and be encouraged to create their own melodies as they are painting.
 The graphic design elements are simple and clean and there are no words that prompt you to select a canvas or a tutorial. Instead of words, the app uses animation and magnification to show that a selection has been made. It is very clear when a choice has been made because it appears in colour and the universal “play” triangle symbol appears, leading the user to click there to begin the painting. 
 A handbook for parents and teachers is also included in the app. This additional document provides information on mindfulness and the intentions behind Edoki Academy’s Zen Studio Meditation for Kids. It also offers some learning exercises and questions that parents or teachers can supplement with the app. This app is recommended for creative children who enjoy music and painting, or those who would benefit from learning new ways to reduce stress or anxiety and practice mindfulness.
 Screenshot of the homepage showing the two blank canvases and two tutorial canvases.
 
 
 An example of a tutorial of a firetruck almost at completion.
 Recommended: 3 out of 4 stars Reviewer: Cori Sanderson
 Cori is in her second year of the Master of Library and Information Studies program at the University of Alberta. In her spare time, she listens to podcasts and volunteers at her local campus radio station where she participates in a monthly library-centric radio show.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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