Bazalgette Lancaster FM-159 -- Nanton -- Laser Scanning -- Metadata -- 2021
Bibliographic record
Abstract
This data set contains the metadata of the sixty-five (65) registered scans of the Bazalgette Lancaster FM-159 at the Bomber Command Museum of Canada. Two scanners were employed to collect the data, a Z+F 5010X and a BKL 360. The Z+F 5010X collected twenty-eight (28) of the scans around the exterior of the Bazalgette Lancaster FM-159. The BKL 360 collected thirty-seven (37) scans of the interior of the Bazalgette Lancaster FM-159. The data was collected by the Capture 2 Preserve team on March 18, 2021. Scans from the Z+F 5010X were registered and processed in Z+F Laser Control V. 9.2.1. Scans from the BKL 360 were registered and processed in Cyclone Register 360 (BKL Edition) V 2021.0.0
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 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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.000 |
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 teacher head, 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".