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Record W640392522

Nowhere To Go But Up

2007· article· en· W640392522 on OpenAlexaboutno aff
Aaron Karp

Bibliographic record

VenueAir transport world · 2007
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicAviation Industry Analysis and Trends
Canadian institutionsnot available
Fundersnot available
KeywordsChinaScope (computer science)BusinessQuarter (Canadian coin)LaunchedService (business)Aircraft industryChinese marketAeronauticsMarketingEngineeringPolitical scienceComputer scienceHistory
DOInot available

Abstract

fetched live from OpenAlex

This article describes the newest regional aircraft model from Bombardier, which stretched its 86-seat CRJ900 to 100 seats, creating the CRJ1000, which launched in February 2007. Initial sales push is aimed at Europe, but the company hopes to penetrate the North American market if pilot scope clauses are relaxed. First flight is set for summer of 2008, with service entry in the fourth quarter of 2009. Brazilian rival Embraer is following a similar route, with two models that can be configured to seat more than 100. Analysts predict that aircraft in the 91- to 120-seat segment will account for 47 percent of deliveries over the next 20 years, as airlines hope to increase efficiency by replacing aging aircraft and expanding into mid-sized markets. Emerging markets, such as China, are also likely sources of customers. A Chinese manufacturer is developing a model that it says has been ordered in large numbers from many major Chinese carriers. A Russian manufacturer is also eyeing entry into the market, with a Russian Regional jet that began final assembly in March 2007.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.516
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.003

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 head0.033
GPT teacher head0.236
Teacher spread0.203 · 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; both teacher heads agree on what is shown here.

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
Published2007
Admission routes1
Has abstractyes

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