Improvising Places : Improvising Time
Bibliographic record
Abstract
"Dance and musical improvisation are ephemeral expressions urging us to embrace the moment in thoughtful joy. Devon Fornelli’s improvisations documented here are two performances: his CitySounds, created on 18 September 2015 for the opening of the Marilyn I. Walker School of Fine and Performing Arts in downtown St. Catharines, Ontario; and his Garden Performance, five years later, on 9 May 2020, offered as a reflection on the COVID-19 pandemic and the \ntemporary lockdown of the MIWSFPA. This documentation includes music notations, three short essays and the only remaining photograph of Fornelli’s improv’ in September 2015. Thomas Ayouti’s short story ‘Aux corps cassés’ – roughly translated, ‘broken bodies’ – offers a counterpoint to Fornelli’s practice. Thematizing the creation of a dance performance, the narrative grows, gains speed, intertwines the dancers’ movements and the narrator’s loving characterization of his friend. Whereas Fornelli’s improvisations express the persisting flow of our environment, Ayouti’s piece follows the fervid crescendo of emotions." -- Distributor's website
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.003 |
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".