Richelieu & Ontario Navigation Co. steamer, St. Lawrence River, QC, about 1910
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
VIEW-4957.0 Richelieu / Ontario Navigation Co. steamer, St. Lawrence River, QC, about 1910 Wm. Notman / Son About 1912, 20th century Notman photographic Archives - McCord Museum VIEW-4957.0 Bateau à vapeur de la Richelieu / Ontario Navigation Co., fleuve Saint-Laurent, QC, vers 1910 Wm. Notman / Son Vers 1912, 20e siècle Archives photographiques Notman - Musee McCord To see the image file on the McCord Museum website, click on the following link: www.musee-mccord.qc.ca/en/collection/artifacts/VIEW-4957.0 Pour voir la fiche descriptive de cette photographie sur le site Web du Musee McCord, cliquer le lien suivant: www.musee-mccord.qc.ca/fr/collection/artefacts/VIEW-4957.0 taken at 2011-01-13T06:06:51-08:00
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.670 | 0.031 |
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