Bibliographic record
Abstract
A book about the workings of the House of Commons that is neither a procedural manual nor an academic critique of its functions is a rarity.Rob Walsh, the House's law clerk and parliamentary counsel from 1999 to 2012, has written a book about his experience as legislative counsel that provides us with an informative and useful review of both the role he played in helping the House function and the way the House deals with many of the things for which it is constitutionally responsible.Mr Walsh served the House for over twenty years and provided advice to members, committees, and staff on a huge variety of issues and questions.He has written a book that will be very helpful to members, advisors, students of Parliament, and professors in the political sphere as well as compiling a wonderful package of information for those interested in the functioning of our Parliament.The law clerk provides advice on the legislative process to members, standing committees, procedural clerks, committee staff, the Speaker, and the Board of Internal Economy that governs the financial and administrative business of the House, as well as to others who request advice to ensure that bills introduced into the House will be lawful if adopted, are passed in accordance with the law and the rules of the House, and are within the legislative competence of the Parliament of Canada.His book sets out many details of how our system functions, how decisions are made in Parliament, and how the legislative role of the House operates in rendering decisions on many matters that are brought forward in government bills and private member's bills debated in the House and considered in committees.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.728 | 0.675 |
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".