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Record W3168004539

SES no.104; Preface

2021· article· en· W3168004539 on OpenAlexaboutno aff
Nobuhiro Kishigami

Bibliographic record

VenueInstitutional Repositories DataBase (IRDB) · 2021
Typearticle
Languageen
FieldMaterials Science
TopicElectron and X-Ray Spectroscopy Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsMapleHistoryBiologyEcology
DOInot available

Abstract

fetched live from OpenAlex

Whales are an informal grouping within the infraorder Cetacea, comprising about 85 species or subspecies such as the blue whale, sperm whale, small beluga, harbor porpoise, and many more.Humans have used whales for many purposes, most notably as food and industrial resources.Human-whale relationships have varied both regionally and historically.In Japan, for example, dolphins have been caught for at least the last 5,000 years; in Alaska and Siberia, whale hunts by the Iñupiat/Yupiit may have begun as early as 3,000 to 2,500 years ago.From medieval times until the 20th century, the people of Europe, North America, and elsewhere have hunted whales for food, lamp fuel, lubricants, and other purposes.However, at the 1972 United Nations Conference on the Human Environment in Stockholm, the Secretary-General of the conference argued that the environment could not be protected without saving whales.This argument was supported by many governments, including that of the United States, and environmental NGOs.At the conference, most of the participant countries adopted anti-whaling positions, no longer accepting whales as commercial resources.Thus, the conference was a symbolic turning point in the history of humans' relationship with whales, despite a moratorium on commercial whaling not being approved at the general meeting of the International Whaling Commission (IWC) that same year.In 1982, the IWC amended the Schedule to the International Convention for the Regulation of Whaling (ICRW), an international agreement concerning the use and protection of large whales: Moratorium was imposed on the catching of 13 species of large whales, beginning in 1986.Following this amendment, the government of Japan suspended commercial whaling in Antarctic waters in March 1987 and off the coast of Japan in March of the following year.Since that time, neither pro-nor anti-whaling countries have obtained the three-fourths majority required to amend the Schedule.Commercial whaling remained a highly contentious issue at the annual IWC meetings.Since the late 20th century, the political trends in the whaling issue have been influenced by international environment and animal protection NGOs campaigning globally against commercial and other whaling activities; as a result of their efforts to change the relationship between human and whales, whales have become targets for protection and preservation, not just targets for exploitation.Diverse whaling activities have continued in many places.Whaling has continued among several indigenous groups in Russia, the United States, Greenland, and St. Vincent and the Grenadines under the name of "Aboriginal Subsistence Whaling" under the IWC, and it has continued among several indigenous and local groups in Canada and Indonesia outside the IWC system.Many local and indigenous groups worldwide have also engaged in dolphin and porpoise hunting, which is not controlled by the IWC.Japan carried out research whaling until June, 2019, and Norway and Iceland resumed commercial whaling with several conditions under IWC rules.At the same time, international environment

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.620
Threshold uncertainty score0.541

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.6200.469

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 head0.279
Teacher spread0.265 · 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.

Study designNot applicable
Domainnot available
GenreEditorial

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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