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Record W1626264148

Sustained effort : the life of Sir Leonard Isitt : a thesis presented in fulfilment of the requirements for the degree of Doctor of Philosophy in Defence Studies at Massey University, Palmerston North, New Zealand

2011· dissertation· en· W1626264148 on OpenAlexaboutno aff
Devon Sutcliffe

Bibliographic record

VenueMassey Research Online (Massey University) · 2011
Typedissertation
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDegree (music)EngineeringOperations researchSociologyManagementEconomicsPhysics
DOInot available

Abstract

fetched live from OpenAlex

This thesis examines the life of Sir Leonard Isitt, and his contribution to New Zealand aviation, first from a service perspective, and then considers his involvement with commercial aviation. Isitt commenced his military career as a foot soldier, serving first in Egypt during 1915, and then on the Somme, where he was seriously wounded in September 1916. While convalescing he arranged a transfer to the Royal Flying Corps, where he trained as a pilot, before undertaking two tours of duty on the Western Front. After the War Isitt remained in the United Kingdom undertaking various courses, before returning in late 1919 to join the embryo New Zealand Air Force. He became the first Commanding Officer at Wigram, and then took command of the operational station at Hobsonville. When the Royal New Zealand Air Force was created in 1937, he became the first Air Member for Personnel on the Air Board, and oversaw the build-up of personnel in anticipation of the Second World War. With the declaration of war, Isitt was posted to Canada to monitor New Zealand’s contribution to the Empire Air Training Scheme, and was subsequently posted to Washington and London before returning to New Zealand as Deputy Chief of the Air Staff in early 1943. In mid-1943 he was appointed Chief of the Air Staff, the first New Zealander to hold this position, and saw the RNZAF build its strength to 20 active squadrons, equipped with over 1300 aircraft and supported by 45,000 staff. At the end of the War, Isitt was chosen to sign the Japanese Surrender Document on behalf of New Zealand at a ceremony on USS Missouri in Tokyo Bay. Isitt was knighted in 1946 and retired from the RNZAF to become Chairman of Directors of the nationalised airline New Zealand National Airways Corporation. He also became Chairman of Tasman Empire Airways Ltd and served as New Zealand nominee on the Board of British Commonwealth Airways Ltd. Isitt finally retired in 1963, after spending over forty years in the forefront of New Zealand aviation, and during this period arguably had a greater influence in this sector than any other person.

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)0.005
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.050

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0050.008
Scholarly communication0.0090.003
Open science0.0010.005
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0110.007

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 head0.243
GPT teacher head0.380
Teacher spread0.138 · 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 designQualitative
Domainnot available
GenreOther

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
Published2011
Admission routes1
Has abstractyes

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