Bibliographic record
Abstract
57 JSSAC | JSEAC 39 > N 1 > 2014 > 57-69 FIG. 1. MAP OF THE PROVINCE OF SASKATCHEWAN SHOWING MAJOR SETTLEMENTS, CANADA, 2013. | NATURAL RESOURCES CANADA. The oldest extant structure in the province of Saskatchewan is an isolated northern wooden church that has survived forest fires and neglect alike. Holy Trinity Anglican Church at Stanley Mission/La Ronge (1856-1860) (figs. 1-2) is an important building not just for its longevity. The church was constructed during the harsh conditions and fierce rivalries that characterized the fur trade era (1670-late 1800s). It now stands as a lone survivor of that time, offering a tantalizing glimpse into the forces that moulded the province. However, it must be understood that the church is not typical for the period, rather it is a paragon of achievement in both skill and style. Nonetheless, by no means can we think of it in the same light as the great/cathedral churches of eastern Canada. Stanley Mission is a fur-trade-era mission church, constructed in the wilderness with the purpose of providing a base for ministering to the First Nations population and fur traders. Consequently, many of its contemporary structures were modest in both scale and design. Unlike its contemporaries however, Holy Trinity used unparalleled height, lavishness, and cutting-edge design to become a symbol of Anglican might in the competitive ethos of the era, leaving an enduring legacy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.039 | 0.003 |
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".