Bibliographic record
Abstract
Il est encore trs loin de quatre heures du matin, nous ne sommes plus fin dcembre, mais la nuit hivernale, mme bien loin de Montral, cerne de toutes parts le Centre Culturel Henri Desbals o le trio form par ric Lareine, Nicolas Jules et Pascal Maupeu se produit ce soir-l dans le cadre du festival toulousain Dtours de chant (https:// www.detoursdechant.com/). Froidure et grisaille sont toutefois dment restes la porte, et c'est une scne rchauffe de lumires rouges qui s'impose d'emble la vue des spectateurs, guitares, pupitres et synthtiseur y trnant dans l'attente des trois compres tandis que rsonne la voix de Cohen lors d'une interview. Ce procd sera repris de loin en loin par la suite en alternance avec les morceaux jous live et les lectures, par ric Lareine et Nicolas Jules, d'crits graves ou humoristiques de l'artiste canadien.
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 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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.007 |
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; both teacher heads agree on what is shown here.
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".