Bibliographic record
Abstract
ORIGINARIO DE MONTREAL, EL PIANISTA MARC-ANDRE HAMELIN OFRECER UN RECITAL DONDE INTERPRETAR LA SONATA HOB. XVI:32, DE HAYDN; LA SONATA EN FORMA DE JAZZ, DE ALEXIS WEISSENBERG, Y SONATA NUMERO 3 OPUS 8, BARCAROLLE OPUS 60 Y TERCERA BALADA OPUS 47, DE CHOPIN. LA PRESENTACION TENDR LUGAR HOY LUNES 12 DE NOVIEMBRE, A LAS 20:30 HORAS, EN LA SALA NEZAHUALCOYOTL DEL CENTRO CULTURAL UNIVERSITARIO. MARC-ANDRE HAMELIN, NOMBRADO OFICIAL DE LA ORDEN DE CANAD Y CABALLERO DE LA ORDEN NACIONAL DE QUEBEC, A LO LARGO DE SU CARRERA HA SIDO SOLISTA CON NUMEROSAS ORQUESTAS, ENTRE ELLAS LA ORQUESTA SINFONICA DE MONTREAL, LA SINFONICA DE SAN FRANCISCO, LA DE KANSAS CITY, LA DE DETROIT, LA DE PITTSBURGH Y LA DE VANCOUVER, POR MENCIONAR ALGUNAS. EL REPERTORIO DE HAMELIN INCLUYE NUMEROSAS OBRAS DESDE EL PERIODO CL SICO HASTA LA MUSICA CONTEMPOR NEA. RECIBIO EL PREIS DER DEUTSCHE SCHALLPLATTENKRITIK EN ALEMANIA, ADEM S DEL PREMIO JUNO AL MEJOR LBUM SOLISTA O DE ENSAMBLE DE C MARA POR SU GRABACION IBERIA, DE ISAAC ALBENIZ. SE MENCIONAN OTROS RECONOCIMIENTOS QUE HA RECIBIDO EL PIANISTA, ASI COMO AUTORES QUE ABARCAN SU DISCOGRAFIA.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.032 | 0.006 |
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".