Defining a Community in Exile: Vietnam War Resister Communication and Identity in AMEX , 1968–1973
Bibliographic record
Abstract
AMEX , la plus importante et la plus longuement publiée des revues canadiennes d’opposition à la guerre du Vietnam, était un outil de communication essentiel pour les opposants à la guerre. Il renfermait de l’information pratique et aidait tant ses producteurs que ses lecteurs à se forger un sentiment d’appartenance. Mais des scissions ont mis en péril l’aspiration de la revue de représenter les opposants à la guerre puisque l’expérience commune de quitter les États-Unis pour éviter la guerre du Vietnam ne suffisait pas d’office pour unifier toute la gauche. Durant les cinq premières années de sa publication, les pages d’ AMEX révèlent une fragile communauté engagée dans le difficile processus de débattre de son identité collective à travers la presse.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.014 | 0.007 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".