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
L’époque du roy Jean VIeme au Brésil - treize ans d’instalatión et séjour de sa court a Rio de Janeiro – était un moment impair en Amérique Latine. Les habitants de Rio vivait avec les musiciens étrangers, les voyageurs e les marchants de la nation divers, et surtout, avec les pratiques de la politesse et ostentation courtoise avec sa musique et les chanteurs castratti. Entrée, en cette ambience, le goût et la moralité du Prince, de la Reine et de la nobilité tout auprès des festivitès que était braquer a lui-même. Non seulement la musique, mais aussi l’architeture, le vestiaire, la tecnique, les projects literaires et l’autres pratiques de la vie cotidienne. L`ingenieuses moralités de la noblesse européene et portugaise était articuler avec la musique noir et métis. Le resultat était une galimathias musicum.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.021 |
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