"European Classics" Spring Concert Presented by the Andrews University Wind Symphony
Bibliographic record
Abstract
Conducted by Byron Graves, the final concert of the 2017-2018 Wind Symphony season features a number of classic works and transcriptions for band by European composers.Selections range from Fuĕik's classic Italian march "The Florentiner," the haunting mists of "The Engulfed Cathedral" by Claude Debussy and Norman Dello Joio's imaginative "Scenes from 'The Louvre'" to Hindemith's epic "March from 'Symphonic Metamorphosis.'"Additionally, music will be performed by the Andrews University Woodwind Quintet, Brass Quintet and Saxophone Sextet.The program is free to the public as a thank-you to all the wonderful WAUS members.The Wind Symphony maintains a significant travel schedule throughout the Great Lakes area and seeks to provide high-quality music programs and concerts representative of Adventist education and Andrews
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.141 | 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".