20200302 CFUV-FM 101.9 Victoria, BC Monday airchecks
Bibliographic record
Abstract
0700-0859 Tidal Zone.mp3 95 MB 0900-1059 Tributaries 1100-1159 Beyond the Jargon '7.6 Ambreen Shehzad Hussaini' Art and the Koran 1200-1359 Eyes on Wax 1400-1459 UVIC student referndum live broadcast part 1 1500-1559 UVIC student referndum live broadcast part 2 1600-1659 UVIC student referndum live broadcast part 3 1700-1800 Variations on a Theme - Host = Aria / guest = Sophie - Oil of every pearl's un-insides 1800-1959 Rhythm-A-Ning - Monk theme=Monty Alexander 2000-2159 Amplified Radio (Toronto) 2300-0000 Fables for your Microscope (CFRO Vancouver, aired there live 0228)
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.004 | 0.004 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.006 | 0.005 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.108 | 0.206 |
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; both teacher heads 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".