Protest at the Sheraton and Police brutality at 6th and Union - Independent Media Center World Trade Organization Footage
Bibliographic record
Abstract
Downtown Seattle November 30th in the rain, protestors face off with police 01:07 Interview with Tacoma Longshoreman about why he's participating 02:30 protestors locked together on the ground chanting 06:20 Postal workers from Canada explain why they're protesting protests, lockdowns, and chanting in front of Sheraton 16:28 Young woman interprets Ain't No Power in ASL 19:29 Interview with bystanders 20:35 Interview with delegate from Trinidad and Tobago 26:30 Infernal Noise Brigade in front of Sheraton 36:00 Pepper spray into crowd at 6th and Union 39:20 tear gas into crowd, medics carrying people out of tear gas cloud This item is part of the Independent Media Center World Trade Organization video recordings and log books collection at the Labor Archives of Washington, University of Washington Libraries. Laborarchives.org This item contains two parts: video file and caption tracks.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.517 | 0.199 |
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".