Meeting Reports: Canadian Light Source 7th Annual Users' Meeting
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 Seventh Annual Users' Meeting of the Canadian Light Source was a great success, as the world's newest synchrotron welcomed close to 400 researchers and students from across Canada, the U.S., Europe and Australia to the University of Saskatchewan on November 17–21, 2004. The plenary session of the Users' Meeting, held November 20, was preceded by five workshops: “XAFS Analysis Using Ifeffit, Athena and Artemis,” “SR Applications in Environmental Science,” “Medical Imaging,” “Protein Crystallography,” and “Applications of Elliptically Polarized Synchrotron Radiation.” Meetings of the Beamline Advisory Committee and beamline teams were held on November 21. After welcoming remarks by Dr. Alan Anderson, Chair of the CLS User Advisory Committee, the meeting opened with a briefing by CLS Executive Director William Thomlinson regarding the accomplishments made by the CLS over the preceding year.
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 | 0.001 | 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 | 0.001 |
| 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