# SPJIMR Corpus — Thematic Analysis Report

**Generated:** 29 May 2026, 20:41 IST
**Session ID:** 46
**Total Papers Analyzed:** 5
**Themes Identified:** 0

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## 1. Executive Summary

This report presents the findings of a systematic thematic analysis conducted on a corpus of **5 academic papers**. Using SPECTRE2 embeddings and DBSCAN clustering, the analysis identified **0 distinct thematic clusters**.

### Research Methodology Distribution

| Methodology Type | Count | Percentage |
|---|---|---|
| Literature Review/Survey | 4 | 80.0% |
| Empirical Research | 1 | 20.0% |

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## 2. Thematic Overview

| # | Theme | Papers | Cohesion Score | Keywords |
|---|---|---|---|---|

> **Note:** 5 paper(s) were classified as noise/emerging topics and did not fit cleanly into any established theme.

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## 3. Detailed Theme Analysis

## 4. Research Gaps & Future Directions

No significant research gaps detected in this corpus.

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## Appendix: Full Paper List

| # | Title | Theme | Type | Citations |
|---|---|---|---|---|
| 1 | Diving into the uncertainties of open innovation: A systematic review  | Knowledge arbitrage risks | Literature Review/Survey | 0 |
| 2 | Meaning-Oriented Consumption: A systematic review and research agenda | Knowledge arbitrage risks | Literature Review/Survey | 0 |
| 3 | Navigating the challenges of fake news and media trust: a bibliometric | Knowledge arbitrage risks | Literature Review/Survey | 0 |
| 4 | Strategic and Serendipitous Knowledge Arbitrage: What We Know and What | Knowledge arbitrage risks | Literature Review/Survey | 0 |
| 5 | Knowledge arbitrage: what are the risks, and do they matter? | Knowledge arbitrage risks | Empirical Research | 0 |

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*Report generated by SPJIMR Corpus Analysis Pipeline — 2026-05-29 20:41*