Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The differences between mitigation and adaptation strategies are explained in terms of their environmental, institutional and political significance and linkages. The potential climate changes for Canada's different regions are presented and discussed for their overall and specific built environment impacts. Current national strategies and polices related to adaptation are still in a formative stage, but they recognize that responding to climate change requires actions not only to reduce greenhouse gas emissions, but also to adapt to climate change. A national Framework for Adaptation is expected in 2003. Examples are provided of both the public and private sector efforts to consider adaptation to climate change at various scales. An overview of potential Canadian climate change trends and measures related to mitigation and adaptation is presented, with implications for establishing a research agenda for the built environment. Cet article explique les différences entre les stratégies de réduction et d'adaptation et ce qu'elles signifient pour l'environnement, les institutions et la politique ainsi que leurs relations. L'auteur présente et analyse les changements climatiques et leurs conséquences globales et spécifiques sur le cadre bâti au Canada. Les stratégies et les politiques canadiennes actuelles en matière d'adaptation en sont toujours à l'état de gestation mais il est admis que pour réagir aux changements climatiques il faut prendre des mesures afin de non seulement réduire les émissions de gaz à effet de serre mais aussi de s'adapter à ces changements. Un Cadre national d'adaptation est prévu pour 2003. L'auteur donne des exemples des travaux entrepris par le secteur public et le secteur privé pour étudier l'adaptation aux changements climatiques à diverses échelles. Il présente succinctement les tendances possibles en matière de changement climatique ainsi que les mesures de réduction et d'adaptation avant d'exposer les implications liées à la rédaction d'un programme de recherche sur le cadre bâti. Keywords: AdaptationBuilding StockClimate ChangeGovernancePublic PolicyRisk ManagementSustainabilityCanada
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.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it