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Record W4391368302 · doi:10.3985/mcwmr.34.32

Transitions and Prospects for Solid Waste Management in Local Communities of Greenland

2023· article· en· W4391368302 on OpenAlexaff
Yasumasa Tojo, Naotaka Hayashi, Simon Koots

Bibliographic record

VenueMaterial Cycles and Waste Management Research · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicMunicipal Solid Waste Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

北極域には,人口が数百人の小規模集落が多数散在している。他の地域と通じる道路はなく,主要な移動や輸送の手段は船舶や航空機である。元々は先住民が自然と共生する伝統的な生活を営んでいたが,今日ではさまざまな物品が流入し,欧米風の生活が一般的になっている。結果的にわれわれの社会と類似の廃棄物が発生するが,輸送手段が限られていること,他地域とは離隔していることなどの点から,すべての廃棄物が無造作に投棄もしくは野焼きされてきた。グリーンランドも例に違わず,廃棄物の処理,処分に多くの課題を抱えてきた。本稿では,グリーンランド国内での小規模集落における廃棄物処分の具体的な事例をいくつか紹介した後に,グリーンランド自治政府がこれまで取ってきた廃棄物管理政策を概観する。さらに2020年に策定された廃棄物処理計画2020-2031において大きな転換が今後の10年間に見込まれていることを示す。

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.363
Threshold uncertainty score0.705

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.002
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 head0.047
GPT teacher head0.324
Teacher spread0.277 · 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 designSimulation or modeling
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

Citations1
Published2023
Admission routes1
Has abstractyes

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