Internal controls, labour processes and work at the Isthmus Lockstation, Rideau Canal, 1832–1854: Discipline and governmentality at a distance
Bibliographic record
Abstract
The emergence of an internal control system to guide operations along the Rideau Canal beginning in 1832 is examined through analysis of a book of directives (the Order Book ) maintained by the lockmaster at the Isthmus lockstation. The Orders guided the work of the lockmaster and established general controls and control activities. Orders for adequate documents and records, physical control over assets and records, and proper authorization of activities were common. Orders are seen as efforts by British Royal Engineers, who were geographically removed from the oversight of the Rideau Canal Office, to discipline civilian lockmasters and to encourage lockmasters to govern themselves. Comparing the Order Book to Orders and Regulations in place in 1831 for the Royal Engineers also highlights similarities between expectations of Royal Engineers and those established for the civilian workforce under their direction, indicating a transfer of accounting technologies from the Royal Engineers to the civilian workforce.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.010 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; 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".