Bibliographic record
Abstract
The purpose of this D.M.A. Essay is to highlight the legacy of duo-pianists, Bill and Pat Medley. To that end, this essay will explore: (a) the early biographical information of the Medleys (developing their musical talents in the Depression and World War II Era), (b) the Medleys' concert touring career, including a section on the logistics of travelling with their own concert grand pianos across the United States and Canada, (c) the Medleys' teaching career which included both secondary and pre-college levels, (d) a collection of comical stories learned through personal interviews with the Medleys that speak to their many years of concertizing, and (e) the Medleys' composing and arranging career, which includes a detailed overview of The Medley Way method book series published by The Hal Leonard Corporation and a detailed review and analysis of twenty-two of their educational solos, which were published by the Alfred Music Company, The FJH Music Company, and The Willis Music Company. Bill Medley stated, "As I look back on our lives and the past sixty years, I see two teenagers striking out on a journey that would take them to unfathomable destinations. It would not be done alone, by any means, but with the help of many, many people..." It is my hope that this essay will shed light on a career that has endured sixty plus years and counting. The Medleys' touring career allowed small town communities to experience the art of classical music, who otherwise would not have experienced such beauty. The Medleys' teaching career passed along a musical lineage from their teachers, including Pierre Luboshutz and Genia Nemenoff, along with a composing and arranging career that continues to serve as a pedagogical essence of quality to this day.
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.006 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.009 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".