Homeowner Repair and Renovation Survey and Home Energy Retrofit Survey, 1995 [Canada]
Bibliographic record
Abstract
This public-use microdata file combines data from the Homeowner Repair and Renovation Survey (funded by Canada Mortgage and Housing Corporation, Natural Resources Canada and Statistics Canada) and data from the Home Energy Retrofit Survey (funded by Natural Resources Canada). The surveys were carried out in March 1996 as a supplement to the Labour Force Survey and refer to the previous calendar year 1995. These surveys provide information about homeowners living in private households in the ten provinces of Canada. The file includes data for expenditures on: improving and maintaining homes; renovations and alterations; contract work; materials i.e. doors, windows, eavestroughing; additions such as rooms, garages or landscaping; painting, plumbing or re-roofing; and heating and air-conditioning equipment. Only homeowners who owned and occupied the current dwelling for 12 months in 1995 are included on this file. This is a change from the 1994 version of the file.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".