Drumming and protestors fill street downtown, from a distance - Independent Media Center World Trade Organization Footage
Bibliographic record
Abstract
Interview with Nancy Tracy, 70 year old woman, about how exciting it is to see protests and to see how many people are engaged and outraged. Protestors chant "Shame on the delegates" and "Delegates go home" as men in suits pass behind police lines in front of the Sheraton. Camera walks north on 3rd Avenue, crowd grows as labor march passes 3rd and Pine. Interview with Ismail from Ivory Coast who thinks protests are right thing to do. Supports fair trade. Interview with Canadian protestors holding Canadian flag. Critique of Canada's participation in the WTO. Labor march turns corner in front of Ben Bridges. Ironworkers Local 29 banner passes. Interview with Eileen Nelson. Advocating for fair trade, global minimum wage, women's rights. Jeff Shuey from Santa Cruz explains that the police are trying to control an uncontrollable situation, police cordoned off everything from the Convention Center down, using tear gas and horses. That is creating chaos because the labor march can't go where it was supposed to go. Graffiti on wall of Pike Tower "Have you seen the writing on the wall" and "Eat the rich." Labor March stops on front of NikeTown, protestors are on top of Niketown marquis, dismantling sign. Large numbers of protestors sitting down in the street in front of FAO Schwartz. Interview with Jessie Herbert from Olympia. The street is full of protestors all the way down Pine and al the way down 6th, as far as the eye can see. Camera operator keeps asking protestors if they have seen the turtles. One groups says the turtles are by the Paramount. Street party. Van with sound system and live hip hop (and breakdancing) blasts music in the middle of intersection as labor march passes in front of Barnes and Noble. Grim reaper on stilts dances in the middle of the intersection. 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 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.421 | 0.129 |
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".