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Record W4388106879 · doi:10.51347/um27.0011

Reading and understanding the built environment of Quebec (Canada): the result of thirty years of research

2023· article· en· W4388106879 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueUrban Morphology · 2023
Typearticle
Languageen
FieldEngineering
TopicUrban Design and Spatial Analysis
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHuman settlementUrban agglomerationGeographyRegional scienceStructuringField researchField (mathematics)Built environmentWork (physics)Reading (process)Environmental planningEconomic geographyCivil engineeringPolitical scienceSociologyEngineeringSocial scienceArchaeology

Abstract

fetched live from OpenAlex

This paper discusses the state of research on the physical and spatial organization of villages, cities, and agglomerations of the territory of the province of Quebec, Canada. In addition to presenting the key notions of urban morphology opening the way to an in- depth understanding of the mode of structuring of human settlements, the paper uses several case studies to present the methods of analysis used by this field of research to read and characterize the built environments of Quebec. Some of these examples show how morphological knowledge has been developed at multiple scales to contribute to the development of the field. A body of research carried out over more than 30 years presents the first divisions of the territory, the birth of the first towns and villages, the formation of cities and of their outskirts, until the emergence of the first suburbs. Therefore, the paper presents the development of the local research tradition of urban morphology in Quebec, which evolved throughout the 1990s, strongly connected to European morphological schools. The theoretical concepts and the methods aim to offer useful lessons to feed the work of planning, design, and management of the quality and integrity of the built environment of Quebec.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.591
Threshold uncertainty score0.921

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.047
GPT teacher head0.246
Teacher spread0.198 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it