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
Since 1945, many teams have made it to the World Series and have won. The New York Yankees, Philadelphia/Oakland Athletics, and St. Louis Cardinals have won many. The Boston Red Sox, Chicago White Sox, and San Francisco Giants endured decades-long dry spells before they finally won the World Series. Even expansion teams like the New York Mets, Toronto Blue Jays, Kansas City Royals, and Florida Marlins have won multiple championships. Other expansion teams like the San Diego Padres and Texas Rangers have been to the Fall Classic multiple times, although they did not win. Then we have the Chicago Cubs. The Cubs have not been to a World Series since 1945, and have not won one since 1908. In the seventy years since their last World Series appearance, the Cubs have flirted with a return to the Fall Classic several times. Unfortunately, each time they would suffer some amazing calamity that would stunningly snatch defeat from the grip of victory. This is their story.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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