Canadian destroyer escort "Nootka", 1951
Bibliographic record
Abstract
11 images. Canadian destroyer escort "Nootka", 7 August 1951. Commander A.B. Fraser-Harris; "Rummy" (sea-going mascot); Lloyd Halpin (seaman); Ranney O'Laney (seaman).; Supplementary material reads: "Gershon. City desk. Note: After I made shots of Canadian D.E. showing her tying up to dock, looking from stern forward, the Commanding Officer requested that we do not use that particular shot as some highly classified secret gear had not been properly covered and would be of comfort to the enemy. All other shots from bow and beams are approved for release. No. 1 and 2: Commander A.B. Fraser-Harris, DSC, commanding the Canadian Destroyer Escort Nootka is shown leaving ship to call on Captain J.Y. Dannenberg, Naval Base Commandant, just after Nootka, first Canadian man-o-war with Korea duty behind her to return to Los Angeles Harbor. Ship is en route to base at Halifax, was in port only day. Nos. 3-4: 'Rummy' sea-going mascot picked up by shore party in Korea operation, is shown with beard champions left, Lloyd Halpin, 22, of Ottawa, Ont., A/B, and Ranney O'Laney, 23, Parrsboro, Nova Scotia, A/B. Note Japanese paper flying fish kite which ship flew as 'homeward bound pennant' in background. Other shots show general scenes as Canadian Destroyer Escort, Nootka, (named for East Coast Indian tribe) docks from Korea for brief stay en route home, Halifax, Nova Scotia".
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.009 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.401 | 0.104 |
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".