Replication package for "Autonomous Drone Decision-Making: Micro-Decisions, Meaningful Human Control, and Governance toward 2035"
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Replication package for the text-mining analyses presented in Chapter 2 of the thesis "Autonomous Drone Decision-Making: Micro-Decisions, Meaningful Human Control, and Governance toward 2035". The package includes: - Processed corpus data: UNODA (79 documents) and RCW (616 documents, 586 English), 2017-2025 - Analysis scripts: corpus preprocessing, TF-IDF + Logistic Regression classifier (topics and stance), evaluation against gold-standard labels - Term frequency analyses and stance classification results - Pre-generated figures (Chapter 2) - Source indices and metadata Classification method: TF-IDF (max_features=5000, ngram_range=(1,2)) + Logistic Regression (topics: binary one-vs-rest; stance: multinomial, class_weight=balanced). Random seed: 42.



