Bibliographic record
Abstract
In its 47th season, the game-changing Canadian Brass has performed in virtually every major concert hall in the world, been seen by hundreds of millions of people on television, sold two million of its approximately 100 albums worldwide, and contributed nearly 600 new works and arrangements to the brass quintet repertoire.Renowned for genre-bending versatility and joyous performances, the award-winning Canadian Brass is almost single-handedly responsible for elevating the art of the brass quintet to what it is today.Canadian Brass is made up of five extraordinary talents: visionary founder, tuba legend and business specialist Chuck Daellenbach plus four top brass stars-Caleb Hudson and Christopher Coletti (trumpets), Achilles Liarmakopoulos (trombone), and Jeff Nelsen (horn).Beyond their unparalleled musicality, each player possesses the creativity, good humor, and love of performing that is the ensemble's hallmark.In addition to a nonstop touring and recording schedule, Canadian Brass is continually innovating to expand the brass repertoire, satisfy and challenge a loyal fan base, and use new media to connect to audiences worldwide.They provide extensive educational outreach under the banners "effortless performance" and "shape your musical destiny," the latter which helps emerging musicians navigate the brave new world of self-production and promotion.When not on stage, group members are busy behind the scenes, exploring new frontiers in the world of music performance and keeping up with fans.Canadian Brass records exclusively for Opening Day Entertainment.The official website of Canadian Brass is canadianbrass.com.Keep up with Canadian Brass via Twitter, Facebook, and YouTube.Canadian Brass performs on 24-karat gold-plated Canadian Brass collection instruments and is an Opening Day artist.Canadian Brass recordings are available at canadianbrassstore.com.Canadian Brass appears by arrangement with IMG Artists (imgartists.com).
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.012 | 0.001 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.776 | 0.432 |
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".