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
4 images. All States Picnic at Ontario, 04 July 1957. Faye Beck (Oklahoma Queen); Carol Preston (All States Queen); Bruce Pittenger - 8 years; Dortha Lawson - 25 years; Kathi Ledbetter - 19 years; Vivian Caporali (Queen); Henry Barreras Jr.; Grace Armijo (princess).; Caption slip reads: "Photographer: Wyman. Date: 1957-07-04. Reporter: Waymire. Assignment: All-states picnic. 69-70: Mrs. Sarah Shank, 76, of Upland, gives free orange juice to Karen Koslik, 3 1/2 and Jo Ann Plescia, 6 1/2, at Ohio section. Looking on the girls' grandmother, Mrs. Joseph Plecia Sr., San Bernardino, and Mrs. Joseph Plecia, Jr., of Cleveland. 47-48: Oklahoma "Queen" Faye Beck of Covina, center. At right, Dortha Lawson, 25 and Kathi Ledbetter, 19. 67: Queen Vivian Caporali of New Mexico crowned by Henry Barreras Jr. Flanked by princesses Grace Armijo and Bessie Chavez. 7-8: All States Queen Carol Preston, 19, of South Gate (New Jersey Queen) is photographed by Bruce Pittenger, 8."
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.008 |
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