Distinction Matters: Rethinking the Protection of Civilian Objects in Non-International Armed Conflicts
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Under treaty law all civilian objects are protected in international armed conflicts (IAC) whereas it is only certain civilian objects that enjoy protection under treaty law in non-international armed conflicts (NIAC). However, it is commonly argued that all civilian objects are protected in NIAC under customary law. This article examines the reasons for the differences in the protection of civilian objects under treaty law and the argument that customary law now provides equal protection for all civilian objects under both IAC and NIAC. The article argues that this equal protection may hinder the ability of states to maintain law and order under their domestic law in NIAC in situations where they may need to destroy property which belongs to armed opposition groups. The article advances the argument that the law regarding targeting should be that all civilian objects are protected in NIAC but, unlike the protection of civilian objects in IAC, this protection does not bar a state from destroying in its territory objects which were considered to be illegal under domestic law before the commencement of the NIAC, in accordance with international human rights law as lex specialis.
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.
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 | 0.001 | 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 it