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Specificity of Mud Volcanic Degassing of the Earth with Catastrophic Consequences

2022· article· en· W4320031377 on OpenAlexaboutno aff
V.I. Bogoyavlensky, I.V. Bogoyavlensky

Bibliographic record

VenueOccupational Safety in Industry · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicMethane Hydrates and Related Phenomena
Canadian institutionsnot available
Fundersnot available
KeywordsMud volcanoNatural (archaeology)VolcanoGeologyEarth scienceVolcanismVolcanic GasesImpact craterLead (geology)Hazardous wasteAstrobiologyGeochemistryPaleontologyTectonicsEcology

Abstract

fetched live from OpenAlex

In the natural gas-saturated geosystems, diverse causal relationships (chains) of various hazardous and catastrophic phenomena are formed that occur under the direct triggering effect of the Earth degassing processes. The level of natural threats to human life and the safe functioning of industrial objects increases under the influence of self-ignition and gas explosions, one of the main causes of which is the electrization of air and electrostatic discharges. To ensure the safety of the homosphere, it is necessary to conduct special studies to take into account the threats from potentially explosive processes of degassing of the Earth. The mud volcanic mechanism of the Earth degassing has a larger scale of distribution and insufficiently studied specificity of manifestation forms compared to those existing at the present level of knowledge. Due to the insufficient level of knowledge about the number of potentially hazardous natural objects, additional studies can lead to a radical revision of their genesis. In particular, as the result of detailed studies of heaving mounds on the bottom of the eastern Beaufort Sea, many of them were recognized by the Geological Survey of Canada as mud volcanoes. An analysis was made of the number of powerful gas blowouts and explosions with the formation of giant craters on the Yamal Peninsula in 2014-2021. The authors came to the conclusion that the genesis of several of them has all the signs of mud volcanism with cryogenic specificity, in which, due to the presence of the cryosphere, pieces of frozen rock of predominantly clay composition are ejected instead of liquefied clay mass. It is required to identify potentially hazardous gas-saturated objects and understand their genesis. This will allow to reduce the risks of uncontrolled gas blowouts that threaten the functioning of the infrastructure of the oil and gas industry in the Arctic, and make a negative contribution to the climate changes, as well as to switch to the rational use of the gas contained in these objects.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.250
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.017
GPT teacher head0.230
Teacher spread0.213 · 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

Citations6
Published2022
Admission routes1
Has abstractyes

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