Bibliographic record
Abstract
Recording of various advertisements, promotional spots, public service announcements and station identifications for CiTR. Track listing from enclosed sheet: PSA's *** Note *** This is vol 2 John Ruskin prod. mgr. 1987-88 Cart Date needed by Exp. date Your name Date done # Sig. Note: Get Cart info from the "pouch" Ultra God promo Dale U.B.C. Distress Line John Ruskin Dave Campbell Expo 66- Bill Baker V-Con 90 Science Fiction Convention Al Sirc Game Theory Dave Campbell Blue, Blues + Soul City Leonard M. Rob Z. Tackhead Bill Mullan Way We See It Richard V. Victoria Invasion John Ruskin Brian Ham Guadalcanal Diary Bill Mullan Dance Win Fly Barb + Kathy The Wailers Norm Reason for Hope Mr. Green D.O.A. promo Bill Baker February Discorder Bill Mullan Paula Takes Libertys Paula R. Participaction #2 Bill Baker Jazz Show promo Gavin Walker Narcotics Anonymous Steve Parsons Tackhead Bill Mullan B.C. Heart Foundation Kathryn K. D.O.A. #2 updated Joey Shithead Bill Baker Top of the Bops promo Marc Coulvain Ubyssey promo Steve, Bill B. Toonz R Us promo Terry + John Vancouver Police Museum Kathy March Discorder Bill Mullan Crapshoot promo Crapshooters " Alpha Blondy promo Patrik 54-40 promo Bill Mullan Nardwuar Show promo John Ruskin Arts Sciences + Technology Centre Al Sirc Woodentops promo Bill Mullan Crapshoot #2 Dylan + Donovan Jane Siberry promo Bill Mullan Participaction #3 Bill Baker I don't know promo Bill Mullan Reggae Spring Splash Patrik Pasta Information Bureau Dylan + Donovan Sinnead O'Conner Norm New Expo 66 cart Bill Baker Exhibitionism promo Matt Richards Unicef John Ruskin Aural Tentacles promo Pierre.
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.007 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.832 | 0.815 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".