<i>Planck</i>2013 results. XXVIII. The<i>Planck</i>Catalogue of Compact Sources
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
The Planck Catalogue of Compact Sources (PCCS) is the catalogue of\nsources detected in the first 15 months of Planck operations, the\n``nominal'' mission. It consists of nine single-frequency\ncatalogues of compact sources, both Galactic and extragalactic, detected\nover the entire sky. The PCCS covers the frequency range 30-857\nGHz with higher sensitivity (it is 90% complete at 180 mJy in the best\nchannel) and better angular resolution (from 32.88' to 4.33') than\nprevious all-sky surveys in this frequency band. By construction its\nreliability is >80% and more than 65% of the sources have been\ndetected in at least two contiguous Planck channels. In this paper we\npresent the construction and validation of the PCCS, its contents and\nits statistical characterization.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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