Bibliographic record
Abstract
This series features studies of the history of the northern half of North America -a vast expanse that would eventually be known as Canada -in the era before extensive European settlement and extending into the nineteenth century.Long neglected, Canada-before-Canada is a fascinating area of study experiencing an intellectual renaissance as researchers in a range of disciplines, including history, geography, archeology, anthropology, literary studies, and law, contribute to a new and enriched understanding of the distant past.The editors welcome manuscripts in English or French on all aspects of the period, including work on Indigenous history, the Atlantic fisheries, the fur trade, exploration, French or British imperial expansion, colonial life, culture, language, law, science, religion, and the environment.Cette série de monographies est consacrée à l'histoire de la partie septentrionale du continent de l'Amérique du nord, autrement dit le grand espace qui deviendra le Canada, dans les siècles qui s'étendent jusqu'au début du 19 e .Longtemps négligé par les chercheurs, ce Canada-avantle-Canada suscite beaucoup d'intérêt de la part de spécialistes dans plusieurs disciplines, entre autres, l'histoire, la géographie, l'archéologie, l'anthropologie, les études littéraires et le droit.Nous assistons à une renaissance intellectuelle dans ce champ d'étude axé sur l'interaction de premières nations, d'empires européens et de colonies.Les directeurs de cette série sollicitent des manuscrits, en français ou en anglais, qui portent sur tout aspect de cette période, y compris l'histoire des autochtones, celle des pêcheries de l'atlantique, de la traite des fourrures, de l'exploration, de l'expansion de l'empire français ou britannique, de la vie coloniale (Nouvelle-France, l'Acadie, Terre-Neuve, les provinces maritimes, etc.), de la culture, la langue, le droit, les sciences, la religion ou l'environnement. Listening to the Fur TradeSoundways and Music in the British North American Fur Trade, 1760-1840
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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 | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.855 | 0.722 |
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; the direct Gemma label and the distilled Codex classifier 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".