Observatoire du Mont M'egantic et D'epartement de physique, Universit'e de Montr'eal, C.P. 6128, Succ. Centre-ville, Montr'eal, QC, Canada H3C 3J7 Courrier:
Bibliographic record
Abstract
Nous pr'esentons des images spectrophotom'etriques (=\\Delta = 60) de la Croix d'Einstein, obtenues au TCFH en 1992, 1993 et 1994 avec la cam'era infrarouge MONICA dans le domaine 1700 ! (nm) ! 2400. 1. Introduction Les lentilles gravitationnelles permettent de sonder tant les lentilles elles-memes que les sources r'eimag'ees. Ceci est particuli`erement int'eressant pour l"etude des diff'erentes sources d"emission, continue ou en raies 'etroites ou larges, dans les quasars. Le syst`eme de lentille gravitationnelle Q2237+0305, qui produit quatre images bien distinctes d'un quasar `a z = 1:695, poss`ede comme caract'eristiques uniques parmi les syst`emes connus, que la galaxie-lentille est dix fois plus pr`es de nous que le quasar, et les rayons d'efl'echis vers l'observateur par le potentiel global de la lentille passent `a travers la population dense du bulbe de la galaxie, o`u la probabilit'e de micro-amplification par des 'etoiles individuelles est 'elev'ee. 2. Observations Q2237+03...
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.137 | 0.039 |
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".