34th Electrical Insulation Conference report
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 34th Electrical Insulation Conference was held June 19 to 22, 2016, at the Hotel Bonaventure in Montreal, Canada. Even in tough economic times, Montreal is still popular; we were able to hold the line on attendance, with 259 participants from different countries covering all major continents. A total of 311 abstracts were submitted, resulting in a final program of 151 papers, 49 of which were presented in two poster sessions. The conference opened on Sunday with two fullday and one half-day short courses offered by technical experts. These courses were On-Site and Laboratory Partial Discharge by Tom Prevost and William Hu, Effect of Inverter Fed Drives on Rotating Machine Electrical Insulation by Greg Stone, and Forensic Analysis of Insulation and System Failures by Howard Penrose. The first poster session, with 30 posters on display, was held on Sunday evening as part of the welcoming reception. The oral sessions opened on Monday morning. Bernard Noirhomme, the Conference Chair, welcomed the attendees and then yielded the floor to Stephane Lemieux, Scientific Director of the Research Institute of Hydro-Quebec, who talked about the importance of research on electrical insulation for Hydro-Quebec.
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 | 0.001 |
| 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