Women in the Air Force Band at Shrine crippled children's Hospital, 1957
Bibliographic record
Abstract
2 images. Women in the Air Force Band at Shrine crippled children's Hospital, 29 July 1957. Sergeant Marjorie Sanders; John Gerneldt -- 10 years; Richard Kneeshaw -- 9 years; Danny Holsapple -- 8 years; Lorenzo Porras -- 9 years; Captain Mary Belle Nissly (band director); Gertrude Wills (nurse); Jackie Axtell -- 2 1/2 years; Margeret Soesman (nurse); Eileen Glynn (nurse); Sheila Palmer -- 4 years.; Caption slip reads: "Photographer: Miller. Date: 1957-07-29. Reporter: Sid Bernstein. Assignment: WAF band at Shrine Crippled Children's Hospital. Left to right: 17: Sgt. Marjorie Sanders, whose parents live at 853 East Holt avenue, Ontario, plays big base horn for John Gerneldt, 10; Richard Kneeshaw, 9; Danny Holsapple, 8, and Lorenzo Porras, 9. 43: Band director Capt. Mary Belle Nissly, leads bands through a number surrounded by patients. 49: Nurse Gertrude Wills watches Jackie Axtell, 2 1/2, in her crib with band in background. 13: Nurses Margaret Soesman and Eileen Glyan take care of Shelia Palmer, 4, whose legs are in splints from operation".
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.180 | 0.027 |
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".