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
In their work Left of Karl Marx: The Political Life of Black Communist Claudia Jones, Carol Boyce Davies works to rescue Claudia Jones from obscurity and bring the brilliant intellectual back into dominant historical discourse. The Radical Black Feminist was erased from the history books because her intellectual thought posed a threat to the capitalist order. Claudia Jones spent her life working as a journalist allowing her intellectual thought to be brought to the masses in an attempt to build the consciousness of the people. She was key theoretician in the CPUSA and as a Black Radical Feminist Jones stood at the vanguard of revolutionary political thought working to push Marxism further left to account for the intersections of race, gender, and class. Therefore, leftist and Marxist political thought needed to be pushed further left to recognize the triple oppression that Black Women faced. Claudia Jones possessed a unique ability to speak across difference bringing different groups of people together. Her anti-capitalist political thought and this ability to bring people together was seen as a threat to the wealthy elite and the status quo, leading to her eventual deportation to Britain. This piece will work to highlight the life and contributions of Claudia Jones that has been given new life by Carol Boyce Davies.
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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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