MétaCan
Menu
Back to cohort
Record W49517361

UNA INTRODUCCION A LOS ESQUEMAS DE INVESTIGACION DE ACCIDENTES AEREOS

2008· article· es· W49517361 on OpenAlexaboutno aff
Alfonso Herrera García

Bibliographic record

VenuePUBLICACION TECNICA · 2008
Typearticle
Languagees
FieldHealth Professions
TopicOccupational Health and Safety Research
Canadian institutionsnot available
Fundersnot available
KeywordsCivil aviationAviationPolitical scienceLibrary scienceOrder (exchange)The InternetHumanitiesBusinessEngineeringComputer scienceWorld Wide WebArt
DOInot available

Abstract

fetched live from OpenAlex

ide. However, there have been established specialized organizations with the purpose of investigate the aviation accidents, which sometimes are independent of its civil aviation authorities. In order to elaborate this publication a documental revision was performed, this included books, magazines and internet. With the purpose of exemplify and show the findings some figures and tables were included. Although a lot of the information pointed out in this paper is focused in the United State case, also other schemes in America (Canada and Brazil); Europe (United Kingdom and Dutch); Australia and Asia (Japan) are considered; in addition, ten references of other agencies are listed. Generally, these agencies establish the contributing factors and the probable causes of the accidents, and additionally during or after the investigations, they issue recommendations, which are actions that must be performed in order to improve safety.

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)0.004
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.208
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0030.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.003

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 head0.076
GPT teacher head0.433
Teacher spread0.358 · 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
Published2008
Admission routes1
Has abstractyes

Explore more

Same venuePUBLICACION TECNICASame topicOccupational Health and Safety ResearchFrench-language works237,207