Preliminary results on the development of a teleoperated compact trolley for live-line working
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
A new teleoperated trolley for live-line operations in under development at Hydro-Quebec's Research Institute (IREQ). This very compact and lightweight trolley is part of the development of an innovative method for de-icing conductors and overhead ground wires. Many live-line applications have since been identified. Indeed, the second phase of the development of a teleoperated device for cleaning live-line conductors in South America should begin at the end of the year. A prototype of a live-line inspection vehicle with a remotely operated camera and other instruments also uses the trolley as its mobile platform. Another application for the trolley is the replacement of overhead ground wire with OPGW (or simply with a new ground wire), using the cradle block stringing method, which method needs a high traction force trolley. The design of the trolley uses state-of-the-art technologies, resulting in a very performing device that enables the development of new live-line.
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 | 0.000 | 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