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Record W7096199731

Aerial Reconnaissance in the Alberta Rocky Mountains During the 1920s 73Western Geogr phy, 7(1997), pp. 73–96 © Western Division, Canadian Association of Geographers Those Magnificent Men and Their Flying Machines: Aerial Reconnaissance in the Alberta Roc

2016· article· en· W7096199731 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsAerial surveyRiver deltaAerial photographyAerial photosRiver valleySettlement (finance)Aviation
DOInot available

Abstract

fetched live from OpenAlex

The early history of aviation in Southern Alberta is high-lighted by the activities of No. 2 (Operations) Squadron of the Canadian Air Force. The Alberta air station was originally established in the Bow River valley near Morely, Alberta, in 1920. A more suitable site was found, in 1921, outside of High River. During the next decade, aviators from the High River air station pioneered the operational use of aircraft in western Canada. While the original purpose of the air station was to act as a base for forest fire patrols, High River aviators soon found them-selves occupied with tasks varying from aerial photo-graphic surveys of Alberta and Saskatchewan, to civil operations for the Department of Agriculture. The High River Air Station was to remain in operation until March 31, 1931, when air operations were suspended at the re-quest of the Premier of Alberta. Following this the High River air station became a storage place for aircraft until the Second World War, when it was resurrected as an Elementary Flying Training School. The most enduring legacy of the High River air station are the thousands of aerial photographs taken between 1923–1927. These im-ages retain an imprint of settlement and landscape pat-terns allowing for a unique perspective of conditions in western Canada at the beginning of the century. 74 Smith

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.134

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0040.002
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.012
GPT teacher head0.234
Teacher spread0.221 · 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 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
Published2016
Admission routes1
Has abstractyes

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