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Record W4224316114 · doi:10.55529/jeimp.22.12.30

The Curious Case of Article IX and Outer Space Environment

2022· article· en· W4224316114 on OpenAlexaff
Biswanath Gupta, Tamoghna Agasti

Bibliographic record

VenueJournal of Environmental Impact and Management Policy · 2022
Typearticle
Languageen
FieldPhysics and Astronomy
TopicSpace exploration and regulation
Canadian institutionsMcGill University
Fundersnot available
KeywordsObligationOuter spaceTreatyInterpretation (philosophy)Context (archaeology)Environmental lawSpace (punctuation)LawInternational lawMeaning (existential)JurisprudencePolitical scienceSpace lawTerm (time)Law and economicsSociologyComputer scienceGeographyEpistemologyPhilosophyPhysics

Abstract

fetched live from OpenAlex

With the launch of the first artificial satellite, Sputnik, back in 1957, to life on Earth being socio-economically dependent on space technologies, we have come a very long way and with this comes several problems, one being extra-terrestrial pollution. The 1967 Outer Space Treaty has only one provision – Article IX – which merely puts an obligation to avoid ‘harmful contamination’ of outer space. There is nothing in the treaty or elsewhere to suggest the meaning of this term and the extent of protection offered by Article IX, thereby creating a lacuna. The article tries to evaluate whether the interpretation of the term ‘harmful contamination’ has evolved to envisages the implementation of the international environmental law regime for a holistic protection of the outer space environment. In this context, the meaning of ‘harmful contamination’ is analysed as intended by the drafters to highlight the shortcomings. Taking into account the evolving international environmental and space law jurisprudence, the article analyses whether the shortcomings can be addressed by harmoniously interpreting Article IX with the existing environmental law regime. Different tools of treaty interpretation are used to examine the evolving interpretation of the term ‘harmful contamination’ to provide an insight into what the lex ferenda be vis-à-vis application of Article IX in the protection of outer space 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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.714
Threshold uncertainty score0.207

Codex and Gemma teacher scores by category

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

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 head0.006
GPT teacher head0.248
Teacher spread0.242 · 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 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

Citations2
Published2022
Admission routes1
Has abstractyes

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