MétaCan
Menu
Back to cohort
Record W567330798

BRIDGE AUTOMATION : AUTOMATION IMPROVES CUSTOMER SERVICE AND REDUCES OPERATING EXPENSES

2003· article· en· W567330798 on OpenAlexaboutno aff
J Le Forestier

Bibliographic record

VenueAirports international · 2003
Typearticle
Languageen
FieldEarth and Planetary Sciences
Topic3D Surveying and Cultural Heritage
Canadian institutionsnot available
Fundersnot available
KeywordsBridge (graph theory)AutomationDowntimeCrewEngineeringService (business)International airportTransport engineeringAutomotive engineeringAeronauticsReliability engineering
DOInot available

Abstract

fetched live from OpenAlex

An automated passenger bridge (APB) system can help improve aircraft departure and arrival performance, as well as offering savings in bridge operator and training costs, and fuel and crew costs. An APB system can also aid in reducing the potential for aircraft damage and downtime which can result from improper manual operation of bridges. As the aircraft taxies toward the gate, the APB system uses advanced photogrammetry techniques to continuously monitor the exact location of the passenger door of the aircraft. The APB also features a vision system that uses reflective tape on the aircraft and a motion control algorithm to aid in determining the correct path for the bridge to follow. The article describes how an APB system was developed for Air Canada and how it is also set to be installed for United Airlines at O'Hare International Airport in Chicago.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.300
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.022
GPT teacher head0.244
Teacher spread0.222 · 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.

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
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueAirports internationalSame topic3D Surveying and Cultural HeritageFrench-language works237,207