The Canadian passive revolution, 1840-1950
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
‘Passive revolution’, understood here as a specific moment of global capitalism, provides an indispensable key to Canadian history, especially that unfolding from the 1840s (when seigneurs, Tories, agrarian radicals and democrats were forcibly unified through a top-down, British-orchestrated administrative revolution) to the 1940s (when plutocrats, Liberals and Conservatives, trade unionists and social democrats were forcibly unified through the imposition of a top-down, Ottawa-orchestrated Fordist compromise). The ‘long Confederation’ of Canada, from 1841 to 1949, was in Marxist terms a social revolution, entailing the subordination of non-capitalist and proto-capitalist formations, through which northern North America was liberalised; yet this ‘active’ achievement of a liberal order was also ‘passive’ insofar as it constituted a strengthening of Britain’s imperial power; subdued, transformed and incorporated subaltern movements; and culminated in a new socioeconomic order that integrated Canadian producers into continental and global circuits of capital while denying them any de facto sovereignty over ‘their’ state.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it