Bibliographic record
Abstract
Alex Lord, a pioneer inspector of rural British Columbia schools, shares in these recollections his experiences in a province barely out of the stage coach era. Travelling through vast northern territory, utilizing unreliable transportation and enduring climatic extremes, Lord became familiar with the aspirations of remote communities and their faith in the humanizing effects of tiny assisted schools. En route, he performed in resolute yet imaginative fashion the supervisory functions of a top government educator developing an educational philosophy of his own based on an understanding of the provincial geography, a reverence for citizenship, and a work ethic tuned to challenge and accomplishment. These memoirs invite the reader to experience the British Columbia that Alex Lord knew. Through his words, we endure the difficulties of travel in this mountainous province. We meet many of the unusual characters who inhabited this last frontier and learn of their hopes, fears, joys, sorrows, and eccentricities. More particularly, we are reminded of the historical significance of the one-room rural school and its role as an indispensable instrument of community cohesion. John Calam organizes the memoirs according to the regions through which Lord travelled. Included in the introduction are a biography of Alex Lord, a brief description of the British Columbia he knew, a sketch of the province’s public education system and an assessment of the place Lord’s writing now occupies among other works on education and society.
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.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.024 | 0.004 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.029 | 0.004 |
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".