Interactive 3D Zoetrope with a Strobing Flashlight
Bibliographic record
Abstract
We propose a 3D printed zoetrope mounted on a bike wheel where users can watch the 3D figures come to life in front of their eyes. Each frame of our animation is a 9 by 16 cm 3D fabricated diorama containing a small scene. A strobed flashlight synced with the spinning of the wheel shows the viewer each frame at just the right time, creating the illusion of 3D motion. The viewer can hold and shine the flashlight into the scene, illuminating each frame from their own point of view. Our zoetrope is modular and can have different 16 frame animations substituted in and out for fast prototyping of many cinematography, fabrication, and strobe lighting techniques. Our interactive truly 3D movie experience will push the zoetrope format to tell more complex stories and better engage viewers.
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How this classification was reachedexpand
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 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".