The Trailblazing Canadian Trio That Powered the Rockford Peaches Dynasty of 1948-50
Bibliographic record
Abstract
The iconic Rockford Peaches were the most successful team in the history of the All-American GirlsProfessional Baseball League (AAGPBL). The Peaches won four playoff championships in the league’s 12-yearhistory − no other team won more than two titles. Sixty-eight Canadian women participated in the AAGPBL,and the Peaches benefited from a disproportionate share of players from north of the border. A talented trioof Canadians made pivotal contributions to Rockford’s three consecutive playoff championships from 1948 to1950: Left fielder Eleanor Callow, pitcher Helen Nicol Fox, and center fielder Dorothy “Dottie” Ferguson Key.Without these three exceptional athletes, Rockford’s dynasty would not have occurred.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 teacher head, 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".