Design and Completion of the PMDIS/TRAC Table
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
PMDIS: “Perceptual-Motor Deficits In Space (York University Toronto, Prof. Dr. Berry Fowler)” and TRAC: “Test of Reaction and Adaptation Capability (German Sports University Cologne, Prof. Dr. Ottmar Bock)” are experiments of an international space project. The experiments are conducted onboard the Space Shuttle (STS-115) and on the International Space Station (ISS). This paper elucidates the design of the main mechanical device on which the PMDIS/TRAC experiments are carried out; namely the PMDIS/TRAC table. The design of the table was driven by the following factors: experiment specific requirements rules and regulations related to manned space flights manufacturing technology and economic viability The result of the design process was a collapsible and modifiable aluminium table. The components of the hardware were manufactured using CNC technology.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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