Bibliographic record
Abstract
Welcome to Halifax!Halifax looks forward to welcoming delegates to the 2015 Acoustics Week in Canada.Acoustics researchers, professionals, educators, and students from across the country are welcomed to Canada's scenic East Coast for 3 days of plenary lectures and technical sessions.The Canadi-an Acoustical Association Annual General Meeting will be held in con-junction with the conference, along with the Acoustical Standards Committee Meeting, the conference banquet, and an exhibition of acous-tical equipment and services.The conference will be held at the Westin Nova Scotian, a short walk from historic Pier 21 and the Halifax Seaport District.Halifax is the authentic East Coast experience.Here you can satisfy your taste for adventure, entertainment and cuisine.Enjoy exploring the his-toric downtown or take in the iconic coastline of the Halifax… from the natural beauty of Peggy's Cove to the pristine beaches of the Eastern Shore.Come and discover what visitors have known for centuries-Halifax is a city you will not soon forget! Venue & AccommodationThe historic Four Diamond Westin Nova Scotian is ideally located close to all amenities in Halifax's exciting Seaport District, overlooking the Harbour.The Westin Nova Scotian offers 310 deluxe guest rooms, 23,000 square feet of modern meeting space, and full service amenities.The hotel's Wine Spectator award winning--restaurant, Elements, fea-tures local cuisine.Other services include the Sykea Spa, The Westin Canadian Acoustics / Acoustique canadienneVol.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.436 | 0.210 |
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 source (direct Gemma or distilled Codex), 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".