Ours to master and to own : workers' councils from the commune to the present
Bibliographic record
Abstract
PRELIMINARY TABLE OF CONTENTS: Introduction Dario Azzellini & Immanuel Ness Part I: Workers Councils: Historical Overview and Theoretical Debate Workers Control and Revolution, Victor Wallis Workers Councils in Europe-a Century of Experience, Donny Gluckstein The Red Mole: Workers' Councils as a Means of Revolutionary Transformation, Sheila Cohen Workers Councils and Control: Contemporary Praxis in Latin America, Alberto Bonnet Part II: Workers Councils and Self-administration in Revolution: Early 20th Century Germany: From Unionism to Workers Councils: Revolutionary Shop Stewards 1914-1918, Ralf Hoffrogge Bolshevik Revolution: Factory Councils and Workers' Control, Mark-David Mandel Italy: Il Biennio Rosso Factory Councils, 1919-1920, Pietro Dipaola Workers Control and Councils in the Spanish Revolution 1936-1939, Andrew Durgan Part III: Workers Control under State Socialism Yugoslavia Workers Councils-Successes and Failures, Goran Markovic Hungary: Workers Councils of 1956, Tamas Krausz Poland, Workers Councils 1950s/1980s, Zbigniew Marcin Part IV: Anticolonial struggle, Democratic Revolution and Workers Control Workers Control of Railways in Colonial Indonesia, 1945-1946, Jafar Suryomenggolo Algeria's autogestion: From Self-management to State Bureaucracy, Sam Southgate Argentina, The Limits of Worker Control within the State: Mendoza- 1973, Gabriela Scodeller Portugal: Workers Councils 1974-75, Peter Robinson India: Post-Independence Worker Control and Self-Management, Arup Kumar Sen Part V: Workers Control against Capitalist Restructuring in the 20th Century US: Factory Occupations: Looking Retrospectively to the Future, Immanuel Ness Italian 'Hot Autumn:' Factory Councils and Autonomous Workers Assemblies, 1970s, Patrick Cuninghame Canada: Women and the British Columbia Workers Occupations, 1980s, Elaine Bernard Britain/Wales 'Tower Colliery and Workers Control in Action: A Case Study',Russell Smith Len Arthur Molly Scott Cato and Tom Keenoy Part VI: Workers Control: Contemporary Era Argentinean Expropriated Factories: Trajectories of Worker Control under the Economic Crisis, Marina Kabat Venezuela: Reorganizing Work and Production, Dario Azzellini Brazilian Contemporary Recovered Factories, Mauricio Sarda de Faria & Henrique T. Novaes
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".