BLAST Large-scale Extragalactic Submillimeter Survey Results
Bibliographic record
Abstract
The Balloon-borne Large Aperture Submillimeter Telescope (BLAST) is a suborbital surveying experiment designed to study the evolutionary history and processes of star formation in local galaxies (including the Milky Way) and galaxies at cosmological distances. The BLAST continuum camera, which consists of 270 detectors distributed between three arrays, observes simultaneously in broadband (30%) spectral windows at 250, 350, and 500µm, akin to the SPIRE instrument on Herschel. The optical design is based on a 2m diameter telescope, providing nearly diffraction-limited resolution of 36“ at 250µm. BLAST performed a test flight in 2003 and has since made two scientifically productive long-duration balloon flights: a 100 hour flight from ESRANGE (Kiruna), Sweden to Victoria Island, northern Canada in 2005 June; and a 250 hour, circumpolar flight from McMurdo Station, Antarctica in 2006 December. A deep, confusion limited, 0.8 deg² map nested in a wide, 8.6 deg² map in the direction of GOODS-South was made during the 2006 flight. Approximately half of all the light from stars is absorbed and reprocessed by dust. The resulting emission is grey body with a temperature near 30K. While it is believed that this radiation makes up the Far Infrared Background (FIRB) detected by COBE, it had not been resolved into individual galaxies. Combining BLAST data with data from Spitzer in the same region, we determine that at 500µm all of the FIRB comes from sources that are identified in deep 24µm surveys and that 70% of the FIRB comes from sources with z>1.2. Furthermore, we determine the number of galaxies as a function of flux and frequency in the submillimeter revealing a distinct evolution in the galaxy population from low to high redshift. The BLAST collaboration acknowledges the support of NASA, NSF Office of Polar Programs, the CSA (Canada), the STFC (UK), and NSERC (Canada).
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 teacher head, 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".