Bibliographic record
Abstract
Welcome to Fall Quarter 2008!The month of October is filled with excitng and interactive events.In October, the Multicultural Center celebrates Latino Heritage Month.There will be movies, discussions, games, and spoken word poetry perfomances all relating to the rich Latino culture.We hope you'll come to one or more of the events. Question of the Day (QOTD)Questions covering various topics concerning recent issues facing Latin America will be posted every Monday in the MultiCultural Center.You will be able to discuss your thoughts about the question on the following Thursday.Thursdays, 11:00 a.m.-12:00 p.m., University Union Room 217 Film: "Di Perjil" Di Perejil (Say Parsley) is a film about the invisible children on the Haiti/ Dominican Republic border and the peoples fight for basic human rights.Tuesday, October 7, 7:00 p.m. -9:30 p.m., University Union Room 216 Tamales y Tele Movie Night: "Chicano -Fighting for Political Power" This film discusses the creation of La Raza Unida Party as a third party force for political power and the importance of political rights.It culminates in the 1972 election and the Raza Unida convention, and the fragmentation of the party at the height of its membership and recognition.Wednesday, October 8, 7:00 p.m. -9:00 p.m., University Union Room 221 Loteria (a.k.a.Mexican BINGO) Loteria is a Mexican game of chance, similar to Bingo, that uses images on a deck of cards instead of plain numbers on ping pong balls.You will be
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.857 | 0.730 |
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".