How many sex offenders live in Hamilton? The Endurance found below Antarctic waters & The MLB can play ball once again
Bibliographic record
Abstract
How many sex offenders live in Hamilton? Are they spread out or concentrated to only a few areas? How does this rate compare to Ontario as a whole? Scott gets answers to these questions and more with help from a reporter who looked into these exact questions and more.Guest: Katrina Clarke, Reporter, The Hamilton Spectator-Traveling to Antarctica is an arduous journey nowadays let alone back in 1915 when Sir Earnest Shackleton was leading expeditions. His ship, The Endurance, was sunk and within the last few days, was found just under 10,000 feet below the sea. Something that's shocked many is just how well the ship was preserved by the Antarctic waters (the name of the ship can still be read on the stern).Guest: Dr. Ann Coats, Marine Historian & Senior Lecturer, School of Civil Engineering & Surveying, University of Portsmouth-The MLB season can finally start now that the players and owners have come to an agreement.Guest: Steve Foxcroft, Sports Broadcaster, NFL Chain Gang Member, NBA Court-side Administrator, Referee & Vice-President, Fluke Transport
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 | 0.000 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.101 | 0.001 |
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".