The Noh Mask Effect - Archive of Research Materials on Noh Masks and Facial Expression
Bibliographic record
Abstract
Contains materials related to research on culture and viewpoint-dependent perception of facial expressions portrayed on masks used in the Japanese Noh Theatre. The archive includes the images used in the experiments as well as various documents related to the project. Animations animated gif of the antique Magojiro mask tilting forwards & back mp4 file with a comparison of new & old masks at different tilts Article pdf of article on the research project atr99.pdf contains a short summary of the project that may be helpful manuscript of the article (latex source files) correspondence with the publisher final versions of the article figures Composites composite figures of masks and human face at varying tilts Experimental Stimuli folders XA, XC, XH, XT only XA and XH were used for experiments reported in the article tilt angles range from -30 to 30 degrees in 5 degree steps XA: antique Magojiro mask from Edo period XC: Magojiro mask from the current era (1980s or 90s) XH: female human face, images rendered from 3D scan XT: Ko-omote mask made by an amateur carver (collection of MJL) Misc 'behind the scenes' photos view of the Noh stage at the Nara Shin Kokai Do in Nara Koen view of the camera and apparatus used to adjust the tilt angle shape images rendered from scans of the Ko-omote mask and human face view of the Magojiro mask from the current era (collection of the Komparu family) close up of mouth area of the Magojiro mask from the current era view of the antique Edo period Magojiro mask view of the reverse of the antique Magojiro mask showing inscriptions Thank you for your interest in the project. Michael Lyons, Ph.D. Professor of Image Arts and Science Ritsumeikan University Kyoto, Japan
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.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.067 | 0.004 |
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".