Reassessing The Historical UAW: Walter Reuther's Affiliation with the Communist Party and Something of Its Meaning — A Document of Party Involvement, 1939
Bibliographic record
Abstract
Walter Reuther's close connection to the Communists, including a possible brief membership, has a meaning and legacy that is of more man sectarian interest To most of his conservative opponents, Reuther's sojourn in the Soviet Union and subsequent alliance with the Communists sustained the accusation that he was simply a red. To union activists this charge was something of an accolade in the mid-1930s, but a few years later, die suspicion among Reuther's left-wing rivals that he used the CP's influence to advance his fortunes in the UAW lay behind their frequent assertions that he was a political opportunist at the very birth of his union career. Nor did the issue fade even after his death more than thirty years later....'
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.016 | 0.021 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".