Bibliographic record
Abstract
Concentrating on the thought of Canada's major scientists, philosophers, and clerics - men such as William Dawson and Daniel Wilson, John Watson and W.D. LeSeur, G.M. Grant and Salem Bland - A Disciplined Intelligence begins by reconstructing the central strands of intellectual and moral orthodoxy prevalent in Anglo-Canadian colleges on the eve of the Darwinian revolution. These include Scottish common sense philosophy and the natural theology of William Paley. The destructive impact of evolutionary ideas on that orthodoxy and the major exponents of the new forms of social evolution - Spencerian and Hegelian alike - are examined in detail. By the twentieth century the centre of Anglo-Canadian thought had been transformed by what had become a new, evolutionary orthodoxy. The legacy of this triumphant intellectual movement, British idealism, was immense. It helped to destroy Protestant denominationalism, provide the philosophical core of the social gospel movement, and constitute a major force behind the creation of the United Church of Canada. Throughout the nineteenth century and continuing into the twentieth, however, the moral imperative in Anglo-Canadian thought remained a constant presence.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.017 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".