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Record W3034706848 · doi:10.5575/geosoc.2019.0038

Geology and Countermeasure of Landslides in Northwestern Part of Yamaguchi Prefecture, Japan

2020· article· en· W3034706848 on OpenAlexaff
Yoshifumi Kochi, Kiyoshi HISANAGA, Yuji Kanaori, Ryoichi Moriyama

Bibliographic record

VenueThe Journal of the Geological Society of Japan · 2020
Typearticle
Languageen
FieldEnvironmental Science
TopicLandslides and related hazards
Canadian institutionsL'Alliance Boviteq
Fundersnot available
KeywordsGeologyLandslideCountermeasureMining engineeringGeochemistryGeomorphologyEngineering

Abstract

fetched live from OpenAlex

山口県北西部の日本海に沿って,東西に油谷半島の付け根付近から半島先端を経て角島に至るまで,古第三紀後期漸新世から新第三紀中期中新世の堆積岩が分布している.この基盤岩は後期中新世に噴出した玄武岩の溶岩流によって被覆されている.この溶岩流によって形成された溶岩台地は,その後の地すべりや海水面の作用で侵食や運搬を受け,半島の尾根部にキャップロックとして残されている.この漸新-中新統堆積岩類は,十分固結していない段階から,玄武岩の荷重と地下水の供給を受け,堆積岩内あるいは境界付近をすべり面とする大規模地すべりが発生した.この大規模地すべり域では初生的な地すべりの後に少なくとも2回の地すべりの痕跡が残れている.本案内書では初生的な地すべりを1次地すべり,1次地すべりにより形成された地すべり土塊が,再度すべったものを2次地すべり,さらに表層部のみがすべったものを3次地すべりとする.本地域は,2次,3次地すべりを対象として「地すべり防止区域」に指定され,地すべり工事が実施されてきた.今回の巡検では代表的な地すべり地を巡り,山口県北西部日本海岸の地質との関連を紹介するだけでなく,最近の研究成果による詳細な地すべり滑動のメカニズム,解析手法,対策工事についても議論する.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.116
Threshold uncertainty score0.231

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.014
GPT teacher head0.207
Teacher spread0.192 · 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
Published2020
Admission routes1
Has abstractyes

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