Digital Video Distribution for ISS/Columbus: Future Operations and Strategies
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
Nomenclature ASI = see DVB-ASI ATM = Asynchronous Transfer Mode ATV = Automated Transfer Vehicle ATV-CC = Automated Transfer Vehicle Control Center AVC = Advanced Video Coding Col-CC = Columbus Control Center DSL = Digital Subscriber Line DVB-ASI = Digital Video Broadcast Asynchronous Serial Interface ESA = European Space Agency GS = Ground Segment GSOC = German Space Operations Center H.264/AVC = Advanced Video Coding (aka. MPEG-4 part 10) HDTV = High Definition Television ISDN = Integrated Services Digital Network ISS = International Space Station LUC = Lazio User Center (Rome) MCC-M = Mission Control Center Moscow MPEG-2 = Moving Pictures Expert Group Video Encoding Standard no. 2 MPLS = Multi-Protocol Label Switching MVDS = MPEG-2 Video Distribution System PVC = Permanent Virtual Circuit RSA = Russian Space Agency SAN = Storage Area Network USOC = User Support Operations Center VLAN = Virtual Local Area Network
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 | 0.002 | 0.001 |
| 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