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Record W7056176455

Emergency preparedness & incident command systems in residential life at University of California at Los Angeles

2012· dissertation· en· W7056176455 on OpenAlexaboutno aff

Bibliographic record

VenueIllinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 2012
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsPreparednessEmergency managementService (business)Event (particle physics)Emergency responseQuarter (Canadian coin)Natural disasterIncident management
DOInot available

Abstract

fetched live from OpenAlex

Currently the Office of Residential Life (ORL) at University of California at Los Angeles??? supports the safety and well being of over 10,000 students living in on-campus housing. It is vital to have efficient safety and security protocols in the event of an emergency or natural disaster. Even though there are policies, procedures and training for Professional staff within the department, the first responders are required to collaborate with several other agencies such as the University police department, community service officers, residential hall access monitors, counseling and psychological services, emergency medical services and many other external agencies to react quickly to student emergent or day to day needs. \nThe major issue is that at this time there is not a standard incident management system that allows all organizations involved to respond or communicate in a uniform manner. Student Staff and/or Professional staffs generally are called to respond in emergency incidents, although UCLA is interested in implementing the use of Incident Command Systems (ICS) to help improve incident response, especially as it relates to natural disaster preparedness. The Resident Directors, whom lead emergency response in ORL are required to be trained on Disaster Preparedness, to improve emergency response. Table top exercises were implemented winter quarter to educate the staff on the basics of ICS followed by an evaluation of the Resident Directors knowledge of ICS, emergency response as well as readiness to take action in the event of emergency. It was found that most Resident Directors were ready to respond, but had little to no understanding of ICS. It was concluded that professional staff and student staff needed more training prior to the opening of fall 2011, so the safety and security committee implemented training sessions throughout August and September to help in the process.

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)0.001
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.063
Threshold uncertainty score0.210

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0630.009

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 head0.249
Teacher spread0.227 · 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
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueIllinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)Same topicMagnetic confinement fusion researchFrench-language works237,207