Underreported Revolution: Canadians Fight for Socialism in Syria
Bibliographic record
Abstract
Since the beginning of the Syrian Civil War in 2011, Rojava has been embarking on a radical experiment in socialism and direct democracy. A coalition of 4 million Arabs, Kurds, Assyrians and Turkmen groups are fighting to create a new society of secularism and gender equality on the frontlines of the conflict against ISIS. Leftist volunteers from around the world, including dozens of Canadians, have joined the more than 50,000 militia defending Rojava as members of the International Freedom Battalion. One of them, 24 year old Nazzareno Tassone of Edmonton was killed in an ISIS attack last December. Ricochet's Jenna Cocullo, a Montreal-based journalist and activist, joined a memorial for Tassone at the Tomb of the Unknown Soldier in Ottawa in January. In this conversation, she discusses the Canadian contribution to an underreported revolution.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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 teacher head, 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".