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Record W6893691006 · doi:10.5281/zenodo.3538812

A Small High-Tech Firm Entering China's Market: A Case Study of ADS-B Technologies Inc

2018· article· en· W6893691006 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2018
Typearticle
Languageen
FieldEngineering
TopicAir Traffic Management and Optimization
Canadian institutionsnot available
Fundersnot available
KeywordsSoftware deploymentPrincipal (computer security)CertificationEmerging technologiesAvionicsReal estateNiche market

Abstract

fetched live from OpenAlex

ADS-B Technologies is engineering and consulting firm located an Anchorage, Alaska. Since 2004, the Company has specialized in the design and deployment of Automatic Dependent Surveillance - Broadcast (ADS-B) systems and their related Communication, Navigation, and Surveillance (CNS) technologies throughout the world. For more than a decade, ADS-B Technologies’ Principal Intellectual Contributors have been intimately involved in the creation of ADS-B standards and procedures for the FAA, ICAO, Australia, China, Canada, Japan and several other nations. This case study shows how ADS-B Technologies Inc develops and expands its market in China, a booming but one of the most challenging market in the world. The market development includes the design, construction, operation, training, regulation and deployment of certified ADS-B ground and avionics systems in a highly regulated market. The findings of this case study will help business professionals to understand how to compete in such a niche market.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.772
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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.210
Teacher spread0.188 · 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 designNot applicable
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
Published2018
Admission routes1
Has abstractyes

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