Commercial Use of the Emblems of International Bodies: The Case of the International Committee of the Red Cross
Bibliographic record
Abstract
Abstract The International Committee of the Red Cross (ICRC) is an international non-governmental organization (NGO) with a functional organization based on a structure of national societies and committees that independently represent it and carry out its work in numerous countries around the world. An essential element of this NGO’s functions, which are indeed very special, is the emblem that marks all of the activities the organization carries out, a symbol that is truly known in every corner of the globe. Given the organization’s prestige and everything its emblem represents, the need to protect this symbol arises in all contexts where it might be used, whether by the ICRC itself or by third parties, with or without authorization. This article reviews the numerous international, national, and internal rules that seek to regulate this emblem and its protection in all such models of its potential use.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.053 | 0.049 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.033 | 0.059 |
| Scholarly communication | 0.026 | 0.011 |
| Open science | 0.004 | 0.010 |
| Research integrity | 0.020 | 0.018 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".