Bibliographic record
Abstract
This chapter focuses on the way in which Marx’s early concern with the need for both political freedom and social emancipation was transformed through his exposure to the ideas of political economy. It was Friedrich Engels—who worked at (and later inherited) his father’s cotton mill in Manchester—who first introduced Marx to these ideas, in “Outlines of a Critique of Political Economy”, written for the Deutsch-Französische Jarhbücher that Marx was editing in 1843. Although Engels first articulated a number of important ideas that he and Marx came to share—including that the contradictions of the capitalist system of production would lead to a radical social revolution—it was Marx’s critique in his 1844 Economic and Philosophical Manuscripts that situated the capitalist alienation of labour in relation to the entire historical development of property relations, and the achievement of true human emancipation in the form of communist society. This marked his definitive break with philosophy as an agency for revolutionary transformation. Instead, he recognized that the historical realization of communism as the transcendence of human alienation “finds both its empirical and its theoretical basis in the movement of private property – more precisely in that of the economy”.
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.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".