Operations valley bureau, West valley area, activities reports, 1992-02/1992-06
Bibliographic record
Abstract
Operations valley bureau, West valley area, activities reports and meeting agendas, 1992 February - 1992 June. PART OF SERIES: The series includes records pertaining to the Webster Commission's Discovery Request, which solicited documents related to the internal operations of the Los Angeles Police Department immediately before and during the Rodney King riots. Materials fall into four categories of documents requested by the Commission for this purpose: activity reports, meeting agendas and minutes, itineraries of Department-led training sessions, and roll call deployment period reports from these training sessions. PART OF SUBSERIES: Materials related to the Valley Bureau of the Los Angeles Police Department's Office of Operations between March, 1991 and June, 1992. Included are activities reports and intradepartmental correspondence, as well as minutes from the Commanding Officers' staff meetings. The series also contains records specific to each of the Bureau's constituent areas, including agendas and minutes from area supervisor meetings, supporting materials from these meetings, and materials pertaining to training sessions conducted within each area.
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 | 0.009 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.012 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.047 | 0.088 |
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".