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Record W4394616685 · doi:10.62828/jpb.v3i1.96

9. PENGARUH PEMAHAMAN COCKPIT PROCEDURE TERHADAP EMERGENCY AND ABNORMAL SITUATIONAL AWARENESS PERSONEL ATC (STUDY KASUS AIRNAV CABANG MEDAN)

2024· article· id· W4394616685 on OpenAlexaff
Dika Tutiaditama, Muchammad Furqon Muchaddats

Bibliographic record

VenueTNI Angkatan Udara · 2024
Typearticle
Languageid
FieldHealth Professions
TopicOccupational Health and Safety Management
Canadian institutionsInternational Civil Aviation Organization
Fundersnot available
KeywordsCockpitSituational ethicsAeronauticsPsychologyBusiness administrationBusinessEngineeringSocial psychology

Abstract

fetched live from OpenAlex

Penelitian ini bertujuan untuk mengetahui pengaruh pemahaman cockpit procedure terhadap emergency and abnormal situational awareness bagi personel pemandu approach control surveillance di Medan approach control unit, agar mampu mempertahankan maupun meningkatkan kinerjanya dalam memberikan pelayanan pemanduan lalu lintas udara sesuai dengan rekomendasi yang telah ditetapkan oleh International Civil Aviation Organization (ICAO). Penelitian ini dilakukan di Airnav Cabang Medan, Deli Serdang, Provinsi Sumatera Utara pada bulan Maret 2019 s.d. Juli 2019. Metode penelitian yang digunakan adalah metode kuantitatif melalui penelitian survei. Populasi penelitian adalah seluruh petugas PLLU Medan approach control unit yang berjumlah 24 orang, sedangkan sampelnya menggunakan non probability sampling yaitu sensus atau total sampling dimana seluruh anggota populasi dijadikan sampel semua. Teknik pengumpulan data yang digunakan adalah dengan tes dan studi dokumentasi sedangkan teknik analisis data yang digunakan adalah korelasi Spearman Rank yang dilanjutkan dengan regresi. Penelitian menyimpulkan bahwa terdapat hubungan positif antara pemahaman cockpit procedure dan emergency and abnormal situational awareness pemandu approach control surveillance di Medan Director dengan koefisien sebesar 0,7769 dan koefisien determinasi sebesar 0,6037 artinya bahwa pemahaman cockpit procedure dan emergency and abnormal situational awareness adalah sebesar 60,37% dan selebihnya ditentukan oleh faktor-faktor lain. Dengan hasil analisis tersebut, maka perlu diadakannya program pelatihan mengenai cockpit procedure dan pertemuan antara pilot dengan ATC di approach control unit Airnav Cabang Medan.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.002

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 head0.057
GPT teacher head0.403
Teacher spread0.346 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2024
Admission routes1
Has abstractyes

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