Inventory of weather and climate related information extracted from the Hudson’s Bay Company post journals of Stupart Bay (Kangiqsujuaq) and Port Burwell (Killiniq)
Bibliographic record
Abstract
Information related to weather, climate, sea-ice and environmental conditions were compiled from two Hudson's Bay Company (HBC) post journals. Daily information is available. Temperature, wind, cloudiness, precipitations, description of sea-ice, migration birds and other exceptional events were extracted from the post journals. Original documents were digitalized and are available in the Archives of Manitoba (Stupart Bay = B.484; Port Burwell = B.466). Stupart Bay post, now Kangiqsujuaq, was in operation from 1914 to 1940. Port Burwell post, now Killiniq, was in operation from 1920 to 1939. Several HBC employees contributed to the post journals writing. They were following a method established by the institution which ensured a uniformity in the observations. No information was found regarding the specific layout of the meteorological instruments at the Stupart Bay and Port Burwell posts. However, Ball (1994) described the observation material from an other HBC post. A picture from the Robert Bell collection showed a wind gauge and a weather vane located at about 1.5 m on a building roof at Stupart Bay post (Library and Archives Canada C-086377). Ball T (1994) Climate of two locations on the Southwestern corner of Hudson Bay: AD 1720–1729. International Journal of Climatology 14(10):1151–1168. https:// doi.org/10.1002/joc.3370141006.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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; both teacher heads agree on what is shown here.
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".