Class, Capital and Colonies in India and Palestine/Israel
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The article “Class, Capital and Colonies in India and Palestine/Israel” studies the way Indian and Israeli Communist intellectuals conceptualized and understood European Colonialism. In contrast to present day settler-colonial theories – that disregarded Marxist critic of European expansion – Indian and Israeli Communists developed a Bolshevik colonial thinking. For Communists the triple forces of imperialism, capital and class devastated the “archaic” native way of life. In doing so they clear a path for European domination, settlement and class differentiation of both colonizers and colonized. The article traces Bolshevik colonial thinking to its origins in Marx’s and Lenin’s writings. It continuous to further examine the way these Marxist classics were interpreted by Indian thinkers as M.N. Roy, R.P. Dutt, and Israeli ideologies Eliyahu (Alyosha) Gozansky, Moshe Sneh, Meir Vilner and Tamar Gozansky.
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.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it