MétaCan
Menu
Back to cohort
Record W2289857281 · doi:10.14288/1.0093573

Feasibility of scheduled helicopter service in the Vancouver area

2011· article· en· W2289857281 on OpenAlexaboutno aff
David Harry Marko

Bibliographic record

VenuecIRcle (University of British Columbia) · 2011
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicAviation Industry Analysis and Trends
Canadian institutionsnot available
Fundersnot available
KeywordsService (business)Computer scienceAeronauticsEngineeringBusinessMarketing

Abstract

fetched live from OpenAlex

The objective of this thesis is to determine whether a scheduled helicopter service is feasible in the Vancouver area. The helicopter can provide the major advantage of transportation directly to the center of any area, be it downtown or an airport terminal building, at speeds in excess of those attainable by most surface modes of travel. This potential for time savings makes a helicopter service commonly desirable. However, cost and revenue considerations are critical to the implementation of a helicopter service. Cost and revenue estimates have been proposed, developed and tested for applicability in the Vancouver area. Consideration of cost and revenue data allowed conclusions regarding commercial feasibility. Study of benefits and costs external to the helicopter operation itself then permitted examination of the economic feasibility of a scheduled helicopter service in the Vancouver area. The subject of this thesis is recognized as being both broad and complex. This study is but a brief investigation of the subject and only some of the major forces have been considered. In fact, any one major section of this thesis could warrant a significantly large study in itself. It was deemed worthwhile to embark on the entire study while recognizing that only the major factors could be considered as the value of the entire project would almost certainly be of greater value than any one of the parts. Restricting the thesis to the study of either costs, revenues or benefits would not allow conclusions regarding commercial or economic feasibility. Conclusions to the broader problem were deemed desirable. The annual operating cost for a fleet of three S-61-N helicopters has been estimated at $3.2 million. The forecast revenues for a route serving Victoria, Vancouver Airport, Vancouver downtown, Comox, Powell River and Campbell River are $1.48 million, $1.58 million and $1.69 million for 1968, 1969 and 1970 respectively. Resulting losses which exclude any capital cost allowance are $1.72 million in 1968, $1.62 million in 1969 and $1.51 million in 1970. A sensitivity analysis indicates that even if revenues were doubled (a highly unlikely possibility) from twice the forecast number of passengers with fares constant or visa versa, service would still incur a $0.24 million loss in 1968. A study of the indirect benefits that could accrue from this hypothetical service indicates little justification for government subsidization. Airline financial assistance, particularly for the significant amount required does not appear warranted. Lack of forecast commercial feasibility and insufficient justification for government subsidization or airline assistance to compensate for the difference leads to the conclusion that a scheduled helicopter service in the Vancouver area is not feasible although it is operationally possible.

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)0.001
metaresearch head score (Gemma)0.006
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 score0.496
Threshold uncertainty score0.999

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0040.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.001

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 head0.056
GPT teacher head0.187
Teacher spread0.131 · 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
Published2011
Admission routes1
Has abstractyes

Explore more

Same venuecIRcle (University of British Columbia)Same topicAviation Industry Analysis and TrendsFrench-language works237,207