Bibliographic record
Abstract
Unionism in the United States was quite successful during and after World War II, especially during the golden years of American capitalism (1947-73) as workers' wages increased quite dramatically in a number of industries. For example, average hourly earnings for workers in meatpacking rose 114% between 1950 and 1965, those in steel 102%, in rubber tires by 96%, and in manufacturing 81%. At the same time as union members' wages were increasing, union membership was declining. Yet, the American Federation of Labor-Congress of Industrial Organizations (AFL-CIO) argued that organizing new members was not a priority. By concentrating on the existing membership and bread-and-butter issues, and not organizing new members, unionism could not deal with the attack on the social contract by employers and the government beginning in the United States in the late 1970s. However, while many people are claiming that organized labor is a dinosaur, Schiavone argues that a strong union movement is needed now more than ever. Unionism in the United States was quite successful during and after World War II, especially during the golden years of American capitalism (1947-73) as workers' wages increased quite dramatically in a number of industries. For example, average hourly earnings for workers in meatpacking rose 114% between 1950 and 1965, those in steel 102%, in rubber tires by 96%, and in manufacturing 81%. At the same time as union members' wages were increasing, union membership was declining. Yet, the American Federation of Labor-Congress of Industrial Organizations (AFL-CIO) argued that organizing new members was not a priority. By concentrating on the existing membership and bread-and-butter issues, and not organizing new members, unionism could not deal with the attack on the social contract by employers and the government beginning in the United States in the late 1970s. Following that attack, there was a significant decline in U.S. workers' wages and conditions in real terms, and there was a corresponding decline in union membership. However, while many people are claiming that organized labor is a dinosaur, Schiavone argues that a strong union movement is now needed more than ever. If unions make major changes as outlined in this book, the U.S. labor movement may regain some of its strength. By fighting for workplace (such as higher wages) and non-workplace issues (such as the fight for adequate childcare or against racism), unions in America and Canada that embraced what Schiavone calls social justice unionism have improved society for all. On purely bread-and-butter issues, these unions have achieved better collective bargaining agreements than their rival mainstream unions, as well as organizing more new workers per capita. How much strength organized labor will regain by embracing social justice unionism is uncertain, but it is a beginning.
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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 | 0.004 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.005 |
| Scholarly communication | 0.013 | 0.013 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.009 | 0.013 |
| Insufficient payload (model declined to judge) | 0.133 | 0.022 |
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".