Times of the signs : communication and information : a visual analysis of new urban spaces
Bibliographic record
Abstract
Media Buildings Giant Screens Interactive Terminals Video Surveillance Tracking Devices GPS Navigation Systems Interconnection Systems Mobile Phones Billboards Informations Facades Neon Signs Signage Global Brands Printed Matter Karaoke Stairs & Information Tokyo From The Sky Luxury Brands & Architecture Informational Surfaces Airports & Signs Text & TV Sport Events & Information E Learning Internet Cafes Urls in the city Braille Signs Information Men Slogans Flyers T-Shirts The Sendai Mediatheque Bodies As Information Public Phones Zen Gardens Sound Information Pachinkos Print Clubs Sex Stickers Information Stands XXL Readers Screen Arrangements Mobile Information Electronic Billboards... Tokyo Osaka Kyoto Sapporo Seoul Shanghai Beijing Hong Kong Bangkok Hanoi Saigon Bombay Paris London Rio de Janeiro Mexico City Monterrey Los Angeles Montreal New York... + A DVD included : the video Times of the signS.
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 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 | 0.001 |
| 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) | 0.001 | 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".