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
Carol Boyce Davies’ influential work Left of Karl Marx describes the life and time of Claudia Jones, a not very well known influential 20th century Marxist thinker. Through an in-depth look at the trials and tribulations Jones underwent, whether it be her time in prison or her deportation to England, Davies succeeds in capturing her essence, as well as thoroughly analysing her political development. What is left lacking in her discussion of Jones’ life, however, is Davies’ own reasoning as to why the grandmother of intersectionality was left out of the history books, both by Capitalists and Socialists alike. In this work, I use Davies’ work on Claudia Jones’ life to discern why this is the case, and how the factors which contributed to her erasure from the public consciousness were so effective in their efforts. By the end of this review, I look at how the separation of one from their ideas plays a pivotal role in their erasure, and how this occurred to Claudia Jones.
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 | 0.001 | 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 | 0.001 | 0.001 |
| 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