Coalition building, Capitalism and War– Review article of John Riddell, To the Masses: Proceedings of the Third Congress of the Communist International, 1921
Bibliographic record
Abstract
We are entering the centenary of the revolutionary upheavals which convulsed Europe and Asia in the wake of the First World War. Sustained by those upheavals, a new left emerged grappling with the daunting challenges of trying to create an alternative to capitalism and war. John Riddell's three decades of effort to make available the proceedings of the First Four Congresses of the Communist International (Comintern) are part of a new generation working to make available to an English speaking audience some of the key disucssions and deliberations of the left in that era. His latest volume – "To the Masses" – surveying the discussions of the Third Comintern Congress completes this work. Focussing on the united front – what a contemporary left would call "coalition building" – the book is an invaluable resource both to our understanding of this period, and to the challenges our new left faces in the still ongoing struggle against capitalism and war.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".