Letter from PALS to John Rhodes, MPP Minister of Housing
Bibliographic record
Abstract
Letter to MPP John Rhodes, the Minister of Housing for Ontario to formally object "...against the proposed amendment to the Official Plan of the Regional Municipality entitled, 'A Bylaw to further amend the Official Plan for the Regional Municipality of Niagara'...". The document consists of 5 points, including: (1) Inconsistency of the Niagara Regional proposal of August 5, 1976 with the Minister of Housing's Criteria of September 8th, 1975, (2) Inconsistency of Regional Niagara Proposal of August 5th, 1976 with the Niagara Regional Policy Plan of December 20, 1973, (3) Rejection by the Regional Council of the best-considered findings of its own Professional Regional Planning Staff, as set forth in Staff Recommendations of March 3, 1976 (DPD 750), (4) Regional Proposal of August 5th, 1976, Defies the Ten Criteria set down by the Minister of Agriculture in his Letter of October 22, 1975, (5) The Regional Proposal of August 5th does not "substantially reduce the encroachment of future development" "on unique agricultural lands."
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.172 | 0.063 |
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".