Bibliographic record
Abstract
Introduction Part One: The Context for Health Care Reform in Canada - Pat Armstrong & Hugh Armstrong * Introduction * The Aftermath of War * After the Welfare State * Canadian Reforms * Conclusion Part Two: Health Restructuring and Privatization from Women's Perspective in Newfoundland and Labrador - Ingrid Botting * Introduction * Restructuring of the Health Care System * Privatizing Medical Services * The Impact of Privatization on Women as Care Providers * Shifting from Long-term Institutional to Home and Community-based Care Part Three: Health Reform, Privatization and Women in Nova Scotia - Barbara Clow * Introduction * Overview of Health Care Reform in Nova Scotia * Privatization Trends in Health Care Reform * Women and Health Care Reform * Women, Health Care and Privatization * Conclusion Part Four: What Price Have Women Paid for Health Care Reform? The Situation in Quebec - Jocelyne Bernier & Marlene Dallaire * Introduction * Health Care Reform * The Price of Health Care Reform for Women in Quebec * Conclusion Part Five: Women, Privatization and Health Care Reform: The Ontario Case - Pat Armstrong & Hugh Armstrong * Introduction * Hospitals * Long-term Care in the Community * Long-term Residential Care * Primary Care * Mental Health * Rehabilitation Services * Targeted Programs for Women * Health Information Technology * Conclusion Part Six: Missing Links: The Effect of Health Care Privatization on Women in Manitoba and Saskatchewan - Kay Willson & Jennifer Howard * Introduction * Privatization * The Impact of Privatization on Women * Conclusion Part Seven: The Differential Impact of Health Care Privatization on Women in Alberta - C.M. Scott, T. Horne & W.E. Thurston * Introduction * Gender-based Analysis in Alberta * The Evolution of Alberta Health and Social Policy * Public Participation * Privatization of Health Care in Alberta * Conclusion Part Eight: The Information Gap: The Impact of Health Care Reform on British Columbia Women - Colleen Fuller * The BC Process of Health Care Reform * Health Care Governance * Health Care Jobs * Nursing: The Burden of Care * Health Care Reform and Privatization * Hospital Reform * The Information Gap Conclusion About the Authors
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.008 |
| Science and technology studies | 0.027 | 0.012 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.016 | 0.000 |
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".