Bibliographic record
Abstract
Community colleges evolved in Canada during the "golden years" of educational innovation between 1960 and 1975. A diversity of factors - historical, socio-economic, political and educational - contributed to the development of college systems with distinctive goals and structures. This book is the first up-to-date and comprehensive study of a potent national educational and social phenomenon, largely unknown and largely unappreciated. The authors describe provincial and territorial college systems as they have evolved to 1985, discussing problems particular to each system and evaluating the extent to which often idealistic early goals have been realized. They identify key issues which are critical to the future of these systems and which, if ignored, will undermine community college education across Canada. These include accessibility, identity, relations with governments, management and leadership, and evaluation and accountability. In each case the authors draw upon their own expertise and experience to describe directions for resolution of these issues. The book contains a comprehensive and topical bibliography of both published and unpublished material related to many aspects of Canadian community college development. It also includes a French language bibliography. Unique in many aspects, this book is designed to interest both graduate and undergraduate students in adult and higher education and administration as well as those directly involved in community colleges, government education ministries and a broad lay public.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.019 | 0.003 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.041 | 0.005 |
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".