WIRMS 2009: Fifth International Workshop on Infrared Microscopy and Spectroscopy with Accelerator-based 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
Striking growth in the field and spectacular new science were the hallmarks of WIRMS 2009, the Fifth International Workshop on Infrared Microscopy and Spectroscopy with Accelerator Based Sources, which was held September 13–17, 2009, at The Banff Center in beautiful Banff, Alberta, Canada, surrounded by the majestic Rocky Mountains. This was the first time that WIRMS was held in Canada, following successful workshops at Porquerolles (France, 2001), Lake Tahoe (USA, 2003), Rathen (Germany, 2005), and Awaji (Japan, 2007). WIRMS 2009 was chaired by Brant Billinghurst, Tim May, and Luca Quaroni, and was made possible by generous sponsorship from the Canadian Light Source, CanmetENERGY, Bruker, Varian, the Canadian Institute for Synchrotron Radiation, Advanced Design Consulting USA Inc., Blue Sky Spectroscopy, and IUPAC. The 60 participants, from 20 light sources located all over the world, enjoyed four days of scientific talks, discussions, and posters surrounded by some of the continent's most stunning scenery as well as unseasonably beautiful weather.
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 | 0.000 | 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) | 0.001 | 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