Enquête sur les dépenses alimentaires, 1984 [Canada], fichier sommaire
Bibliographic record
Abstract
L'enquête sur les dépenses alimentaires en 1984 était la première d'envergure nationale depuis 1982 et visait à fournir des renseignements sur les familles et les personnes seules (unités de dépense) vivant dans un ménage privé dans dix-sept grandes villes du Canada. Par contraste, l'enquête de 1982 englobait les dix provinces du Canada ainsi que Whitehorse et Yellowknife. Les utilisateurs doivent noter que les données sur l'ensemble des dépenses pour 1984 ont été recueillies dans le cadre d'une enquête distincte (voir la publication no 62-555 au catalogue de Statistique Canada). Cette enquête avait le même champs d'observation que l'enquête sur les dépenses alimentaires en 1984. Une bande à grande diffusion a été produite à partir de cette enquête. Les dossiers pour Charlottetown et Summerside sont exclus des bandes des deux enquêtes de 1984.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.016 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.021 | 0.013 |
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".