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Record W576240803

SECURITY - THE CANADIAN APPROACH

2004· article· en· W576240803 on OpenAlexaboutno aff
H Branch

Bibliographic record

VenueAirports international · 2004
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Health and Safety Research
Canadian institutionsnot available
Fundersnot available
KeywordsParliamentAirport securityEngineeringCorporationTransport engineeringBusinessComputer securityAeronauticsOperations managementFinancePoliticsLawPolitical scienceComputer science
DOInot available

Abstract

fetched live from OpenAlex

An official with the Canadian Air Transportation Security Authority (CATSA) explains Canada's approach to security at airports. Created after the events of Sept. 11, 2001, it is part of a comprehensive $1.8 billion package over five years. CATSA is a Crown corporation that reports to Parliament through the Minister of Transport and is run by an 11-member board, whose members include airline industry and airport operator representatives. It has six major areas of responsibility, pre-boarding passenger screening, explosive detection systems, contracting for in-flight policing, screening non-passengers entering the airport, and supplemental airport policing services. Describes three stages of security, predictive, proactive and reactive. A common metaphor for everyday activities is that of an onion, a series of layers, with each protecting the next one farther down until you arrive at the core. Among elements of the program are extensive training and testing of employees and data collection to improve efficiencies.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.942
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.072
GPT teacher head0.458
Teacher spread0.386 · 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
Published2004
Admission routes1
Has abstractyes

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