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Record W607926676

"THE WORLD HAS CHANGED FOREVER" : TANGO AND ZIP ARE PART OF ROBERT MILTON'S STRATEGY TO MAKE AIR CANADA A WINNER IN THE BRAVE NEW AIRLINE WORLD

2003· article· en· W607926676 on OpenAlexaboutno aff
Perry Flint

Bibliographic record

VenueAir transport world · 2003
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicAviation Industry Analysis and Trends
Canadian institutionsnot available
Fundersnot available
KeywordsCompetitor analysisTicketUnbundlingLaunchedCompetition (biology)PeeringBusinessProfit (economics)Market shareTelecommunicationsMarketingEconomicsEngineeringIndustrial organizationThe Internet
DOInot available

Abstract

fetched live from OpenAlex

Air Canada, a legacy carrier, is facing challenges in the airline industry that has been reshaped since the September 11 terrorist attacks. Despite the fact that it has 70% of the Canadian domestic market and faces no network competition, the airline lost $281.6 million in 2002, after losing about three times that much the previous year. A fierce competitor is Calgary-based WestJet, which is growing and enjoying profits. Legacy airlines face challenges in the form of expensive labor contracts. One of Air Canada's steps has been to reduce the workforce. To compete with low-fare competitors, it has launched two low-fare units. Operations have been trimmed by simplifying by unbundling operations, such as the maintenance and repair arm, to make it into a standalone profit center. Others being spun off include is ground handling operations. Its two low-fare subsidiaries, Tango and Zip, are aimed at specific markets and employ interesting strategies. The article describes ticket fare structure, labor agreements and market segmentation.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.905
Threshold uncertainty score0.921

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.037
GPT teacher head0.213
Teacher spread0.176 · 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 teacher head, 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

Citations2
Published2003
Admission routes1
Has abstractyes

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