Management's Statement of Responsibility for Financial Reporting
Bibliographic record
Abstract
The management of George Weston Limited is responsible for the preparation, presentation and integrity of the accompanying consolidated financial statements, Management’s Discussion and Analysis and all other information in the Annual Report. This responsibility includes the selection and consistent application of appropriate accounting principles and methods in addition to making the judgments and estimates necessary to prepare the consolidated financial statements in accordance with Canadian generally accepted accounting principles (“GAAP”). It also includes ensuring that the financial information presented elsewhere in the Annual Report is consistent with that in the consolidated financial statements. Management is also responsible for establishing and maintaining adequate internal controls over financial reporting to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with Canadian GAAP. Internal auditors, who are employees of the Company, review and evaluate internal controls on management’s behalf. KPMG LLP, whose report follows, were appointed as independent auditors by a vote of the Company’s shareholders to audit the consolidated financial statements. The Board of Directors, acting through an Audit Committee comprised solely of directors who are independent, is responsible for determining that management fulfills its responsibilities in the preparation of the consolidated financial statements and the financial control of operations. The Audit Committee recommends the independent auditors for appointment by the shareholders. The Audit Committee meets regularly with senior and financial management, internal auditors and the independent auditors to discuss internal controls, auditing activities and financial reporting matters. The independent auditors and internal auditors have unrestricted access to the Audit Committee. These consolidated financial statements and Management’s Discussion and Analysis have been approved by the Board of Directors for inclusion in the Annual Report based on the review and recommendation of the Audit Committee.
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 | 0.024 | 0.129 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.027 | 0.007 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.111 | 0.155 |
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".