MétaCan
Menu
← Back to cohort
Record W7018110667

Content Analysis Comparing Canada’s Two Earliest Town Planning Journals

2021· other· en· W7018110667 on OpenAlexaffabout

Bibliographic record

VenueQSpace (Queen's University Library) · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsQueen's University
Fundersnot available
KeywordsUrban planningCommissionContent analysisPublic healthTown planningRegional planningLand-use planning
DOInot available

Abstract

fetched live from OpenAlex

This report’s comparative analysis of Canada’s two earliest town planning journals reveals the evolution of planning during the nation’s rapid urban expansion from 1910-1930. Six grouped topics were analyzed – aesthetics, economics, environmental, health, social, and planning. The report provides tools for future researchers including indices, graphs, spreadsheet, grouped subjects, titles lists, and chronological timeline. A content analysis compared the key differences and similarities, topics and themes, and organizations’ focus between the Conservation of Life and the Town Planning Institute of Canada journals. \n Dr. Charles Hodgetts was appointed in 1910 to lead the Commission of Conservation’s Health Branch. As medical advisor and key author in the Conservation of Life (CoL), he primarily addressed public health issues. Thomas Adams was appointed as the town planning advisor in 1914, and when the CoL ceased publication in 1921, shifted his writing to the Journal of the Town Planning Institute of Canada (JTPIC), published from 1920 to 1931. The introduction of Adams was pivotal to the content shift from public health topics that had been under the guidance of Hodgetts to a more town and rural planning perspective. \n Still, the different professional focus of Hodgetts and Adams influenced an overlap in public health and town planning topics. They addressed how incorporating urban planning can help solve the underlying urban problems from a rapidly expanding industrial society. While earlier JTPIC articles closely linked planning with public health, by 1920, a vision of modern planning through the City Scientific/Practical concept indicated a gradual separation between the planning and public health professions. This shift coincided with town planning in Canada becoming established as a profession working under legislations of various provincial Town Planning and Development Acts. At the same time, the CoL continued with its tradition to address conservation and environmental concerns, having successfully leveraged town planning to tackle public health issues. Thus, outcomes of the key differences and similarities between the two journals highlight how the planning and public health professions initially merged and then diverged in early Canadian town planning. Overall, this report’s historical content analysis of the earliest planning journal archives provides an intriguing glimpse in the evolution of the planning profession in Canada.

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 imitation

Not 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.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.049
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesBibliometrics
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.943
Threshold uncertainty score0.415

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.049
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0790.109
Science and technology studies0.0100.003
Scholarly communication0.0110.003
Open science0.0020.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.034
GPT teacher head0.227
Teacher spread0.194 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueQSpace (Queen's University Library)→French-language works237,207→