The cultural interconnections of the swastika in ancient Iraqi art
Bibliographic record
Abstract
It is universally acknowledged that civilizational dialogue fosters a form of social peace. Accordingly, this study addresses a conceptually agreed upon, yet often misrepresented or dismissed, cultural symbol—one that has been either attributed to a particular people or altogether erased from historical narratives. This prompted an investigation into its origins and its cultural and philosophical continuities. The symbol in question is the Swastika, also known as the hooked cross. It possesses layers of structural and symbolic significance, rooted in its emblematic and teleological essence, which inspired an inquiry into its sustained potency and cultural resonance. This formed the foundation of the first axis of the study, titled What is the Swastika?Subsequently, two artistic representations of the Swastika, as envisioned by ancient Iraqi artists, were identified. The second axis of the study focused on the Constructive Connotations of the Swastika, emphasizing its interconnectedness with the broader cultural fabric, wherein the signified often overshadowed the signifier. In contrast, the third axis, titled The Constructive Signifiers of the Swastika, explored the symbol’s capacity for expressive clarity, where the signifier dominated, rendering the forms distinctly articulated and beyond contestation. This duality culminated in a coherent vision of cultural unity and civilizational embrace, suggesting a path toward social harmony.The study’s conclusions reveal the role of both overt and covert semiotic continuity within ancient Mesopotamian civilization in unifying thought and fostering a collective societal vision. Although expressed in fragmented or distorted images, these interpretations of the Swastika may be reconsidered as a conscious effort to reforge ties between civilizations. Among the proposed recommendations is a further inquiry entitled A Study of the Rhetorical Connections of the Swastika Across Civilizations
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.020 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".