Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
de HEC para realizar la tesis doctoral sobre el CdS.Evidentemente esta es una oportunidad nica para profundizar en el tema en una de las organizaciones ms creativas del mundo, una organizacin que naci a iniciativa de artistas callejeros, personas en gran medida excluidas del medio social, y que al cabo de los aos han logrado crear una de las organizaciones ms originales del mundo.El CdS es mundialmente conocido y mucho se ha escrito sobre l, si bien abundan los artculos periodsticos, que no los anlisis acadmicos.Por lo mismo, considero que an hay historias que contar, en particular, re-construir la 'arqueologa organizacional' de algunos actores que participan en ese proyecto de magia, teatro, circo, multimedia, humor y tecnologa.En sus propias palabras, el Cirque du Soleil se define as: Backgroud: Founded in Quebec in 1984, Cirque du Soleil is a worldwide organization headquartered in Montreal with international operations in the fields of artistic creation, production, performance, merchandising and multimedia.Mission: Invoke, provoke and evoke the imagination, the senses and the emotions of
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 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 it