Final design and opto-mechanical analysis of the GIRMOS calibration system and field lens assembly
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 Gemini Infrared Multi-Object Spectrograph (GIRMOS) will bring high-resolution integral-field spectroscopic and imaging capability to the Gemini North observatory. Designed to work with the Gemini North Adaptive Optics system, it has a multi-object adaptive optics capability that will provide increased resolution and sensitivity for the selected targets. The GIRMOS Calibration System (CAL) is an integral part of the GIRMOS instrument, providing photometric, spectroscopic and metrology calibration. A recent addition to GIRMOS is a field lens assembly (FLA), mechanically integrated with CAL, that provides a telecentric beam and optical shutter. This paper summarizes the final design, mechanical analysis, and optical tolerance analysis of the CAL/FLA subsystem.
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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