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Record W6991488153

An Historical Perspective of the Growth and Development of Canada's Petroleum Industry: 1946-1970

2025· article· en· W6991488153 on OpenAlexaboutno aff

Bibliographic record

VenueDigitalCommons - Kennesaw State University (Kennesaw State University) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPetroleumOil fieldOil productionPetroleum industryCrude oilCapital (architecture)Oil boomOil reserves
DOInot available

Abstract

fetched live from OpenAlex

Prior to 1947, 85% of Canada's crude oil requirements were met by importing oil from foreign sources. Most of this oil came from the United States and Venezuela. The oil from the United States entered Canada by means of pipe lines to the Sarnia and Montreal areas while that shipped into the prairie provinces arrived by railroad tank car. Canada's coastal refineries, in the Maritimes and in British Columbia, received their oil by way of tankers. In all, domestic oil production in Canada in 1946 amounted to only 21,000 barrels per day, while imports exceeded 200,000 barrels per day.' This contributed to Canada's deficit balance of trade and worked an economic hardship on a nation the size of Canada. In the search for oil in Canada, large amounts of capital had been invested with the seemingly inevitable result of an additional dry hole. Since 1860, with the exception of the Turner Valley Oil Field in Alberta, no major oil discovery had been made in Canada. By 1946, production of the Turner Oil Field had dropped from its peak of 11,000,000 barrels in 1930 to a mere 6,000,000 barrels in 1946.2 One factor contributing to the decline in production was the extreme demand placed on this field during the war years. With national orders for oil and oil products increasing every day, it was apparent that the Turner Oil Fieldsupplemented by other smaller fields in Alberta-would not be able to meet even the requirements of the western prairie provinces in the near future.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.108
Threshold uncertainty score0.784

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0080.015
Science and technology studies0.0110.004
Scholarly communication0.0070.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0140.001

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 head0.010
GPT teacher head0.203
Teacher spread0.193 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2025
Admission routes1
Has abstractyes

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