Arts and Culture preparations for 1999 WTO protests - Independent Media Center World Trade Organization Footage
Bibliographic record
Abstract
00:10 Downtown billboard says WTO What Are We Trading Away? 00:33 Airplane banner: People Over Profits Stop WTO. 01:02 Interview with Dan Spalding from New York in front of 420 Denny. Dan is doing security for Direct Action Network. Dan is wearing a pink and red star on his jacket which he explains means he has gone through a security training for direct action support work. 04:19 People holding giant puppet on sidewalk above 420 Denny space Truck drives by full of protest puppets. 04:43 Interview with Daniel Lang from New York about use of puppets. Mention of pageant and procession. Mention of Bread and Puppet Theater. 07:52 Max Dejarnatt and Eve Griggs interview outside 420 Denny. Eve mentions Evergreen State College class called "Political Economy and Social Movements." 11:32 Group singing protest songs outside. 15:26 Interview with Jason Adams from Seattle Tenants Union and IWW. Discusses correlation between unregulated capitalism and trade and rent deregulation; rent control, arbitrary eviction, gentrification. Discusses IWW solidarity actions all over the world. Mentions King County Labor Council and that Ron Judd called for a general strike. The AFL-CIO leadership thought that was a bad idea. So IWW members organized the Labor Mobilization Committee that is pressuring King County Labor Council to take a more militant stance against the WTO. 23:33 Interview with Jill from Vancouver, BC. Says Canadians with protest history were having a hard time crossing the border 25:52 Basement of Alibi Room. Slow motion Asun Suntonio Bandanaz spoken word. 26:41 Hip hop artist named Spiral performs. 29:04 Hop Hopkins MC mentions Community Coalition for Environmental Justice. Summer and Brenna do spoken word together. 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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.001 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.264 | 0.069 |
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".