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Content of Canada's national biological threat response program

2021· article· en· W4210633192 on OpenAlexaboutno aff
Mykola Shilin, Mykola Velichko

Bibliographic record

VenueCollection of Ukrainian Research Institute of Special Equipment and Forensic Expertise of the Security Service OF Ukraine · 2021
Typearticle
Languageen
FieldMedicine
TopicLegal, Health, Environmental and COVID-19 Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsBiosecurityBiosafetyGovernment (linguistics)BusinessHazardous wasteHarmBiological warfareRisk analysis (engineering)EngineeringPolitical scienceBiotechnologyMedicineLaw

Abstract

fetched live from OpenAlex

Today the task of counteracting biological threats in the world has become extremely important. Any states that take proper care of national security attach great importance to it, establish appropriate systems and develop government programs. In Ukraine, the domestic system for combating biological threats is in its infancy. Therefore, foreign experience in the formation of relevant systems, in particular Canada, which is one of the countries where this problem has already been successfully solved, can be useful. The article examines the content and purpose of Canada’s comprehensive national biological threat program. The following structural elements are defined: biosecurity program, biosafety program, as well as the program of control (supervision) of biomedical activities of institutions related to the use of hazardous biological agents, state management support for the implementation of biosecurity and biosafety requirements, communication program of subject ensuring biosecurity and biosafety with the public, the program of information and analytical support of biosecurity and biosafety, the program of control over observance by institutions of performance of the biosecurity and biosafety established requirements. The content of each of these elements of this comprehensive program is revealed. The purposes of Canada’s national comprehensive biosecurity and biosafety program are to ensure the safe handling, handling and storage of hazardous pathogens and toxins, and to prevent the use of research in that country which harm human health and safety. It is the core of Canada’s national biological threat management system. Its development was due to the peculiar approach of this country to solve this problem. It is substantiated that this positive experience of Canada in forming a comprehensive program of biological security and biological protection should be used in Ukraine in developing a national program that will help counter threats to Ukraine’s national security of a biological nature, including biological terrorism.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.116
GPT teacher head0.349
Teacher spread0.233 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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
Published2021
Admission routes1
Has abstractyes

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Same venueCollection of Ukrainian Research Institute of Special Equipment and Forensic Expertise of the Security Service OF UkraineSame topicLegal, Health, Environmental and COVID-19 ChallengesFrench-language works237,207