Scenes and interviews from labor march, November 30th, 1999, Seattle - Independent Media Center World Trade Organization Footage
Bibliographic record
Abstract
00:17 Labor march arrives at 5th and Stewart 01:26 Labor march under monorail and under marquis for Nevada Bob's Golf 01:43 Ron Judd on megaphone explains that entire labor march is sitting down for a moment of silence on 5th Avenue 05:09 Camera pans faces of labor leaders George Becker, Linda Chavez Thompson, John Sweeney during silent sit down 06:09 March heads north on 5th Avenue 07:10 Ron Judd directs marchers 13:45 Resident of apartment building on 5th Avenue waves thumbs up out their window 15:16 Resident of apartment building on 5th Avenue chants "Hell No WTO" from her window 15:54 daughter of farmworker family rides of woman's shoulders 16:22 March passes Five Point Cafe 19:01 March returns to Memorial Stadium 19:30 Patricia Campos from Washington, DC interviewed about why she is participating in protests 20:15 Vaughn Oakley interviewed 21:06 Latino family interviewed. Say they participated in march to protest child labor and NAFTA and WTO. 22:20 Latino family interviewed about impacts of NAFTA on labor conditions in Mexico 23:22 Young girl chants El Pueblo Unido 24:09 Interview with Jose Juarez from Mexico talks about impact of march 24:47 Interview with steelworkers about importance of having worker voice in a democracy 26:00 Interview with woman wearing marshall hat describes labor march 26:30 Woman from Machinists Union interiewed about why she participated in march 27:39 Interview with woman from Burnaby, BC, Canada, who came to the march with a bus of senior citizens about why she participated in march 29:45 Greg Scott with Airline Pilots Association interviewed about why pilots participated in march, WTO impacts on aviation services 31:40 Interview with Ann Baumgardner from Everett, WA Machinists Union about impact of march 32:30 Interview with Spencer Graham from Machinists Union District 751 Tacoma, WA about impact of labor march 32:53 Interview with Greg Nelson, steelworker from Omaha, Nebraska, describes rally and march and its impact 34:09 Interview with Craig Simonton, District 5 Local Painters Union, Seattle, about why he participated in labor march 35:55 Workers boarding up McDonalds windows 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 | 0.008 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.097 | 0.022 |
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".