Bibliographic record
Abstract
HydRON (High thRoughput Optical Network) is an ESA project within the ARTES Strategic Programme Line on Optical and Quantum Communication (ScyLight). HydRON aims to demonstrate the world’s first optical multi-orbit transport network at terabit/sec capacity in space, extending terrestrial fibre-based networks seamlessly into space – in other words, HydRON will demonstrate the "Fibre in the Sky" and the "Internet beyond Cloud(s)". The project seeks to enable the development and validation of required key technologies by European and Canadian industry. It will support the next generation of institutional and commercial space telecom missions, requiring advanced communication capabilities which are currently unavailable. This paper gives an overview of the overall HydRON-DS (HydRON Demonstration System) and the split into its various Elements; in particular the current status of core Elements #1 and Element #2 and the prospects of the access Element #3, as well as a description of opportunities for international co-operation and inter-operability demonstration.
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.
How this classification was reachedexpand
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".