The Curious Case of Article IX and Outer Space Environment
Bibliographic record
Abstract
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".