sgeboers
a92315701f
Major corrections: - Fix PC2 factual error: CU/CDA/SGP/D66 are strongly negative (-13 to -58), not near zero - Correct methodology: party scores use single-window SVD, not Procrustes pipeline - Correct centering: global (after stacking), not per-window - Fix Groep Markuszower misclassification on PC4 (positive, not negative pool) - Fix D66/PC4-PC5 cross-reference error - Fix PC8/DENK interpretation (negative = voting against, not absence of focus) Additions: - Party sizes (N=) for all 17 parties across all axes - Party size reliability table (D66=26 to Volt=1) - All 5 flip values documented (PC3,4,7,9,10), not just PC3 - Vector-space mismatch table (single-window scores vs Procrustes EVR) - Cautionary '(indicatief label)' on PC7-PC10 - New follow-up steps: bootstrap CIs, dimensionality testing, varimax, external validation - Softened causal claims (kabinetscrisis correlation, PVV motivations) - Less normatively loaded PC2 label
stemwijzer
A small project that uses QWEN embeddings for semantic features. The codebase includes an example Ansible package under packages/@ansible/example and helper scripts for deployment.
Embeddings
- This project uses QWEN embeddings (model:
qwen/qwen3-embedding-4b) via OpenRouter-compatible APIs. - Preferred environment variable:
OPENROUTER_API_KEYwith a fallback toOPENAI_API_KEY.
Publishing and deploying the Ansible package
- Package location:
packages/@ansible/example— this contains the Ansible playbooks and packaging used by CI. - To publish the package (CI): create a git tag for the version and provide
NPM_TOKENas a secret to the CI runner so it can publish to npm. - To deploy the package (CI): set the following repository secrets in your CI pipeline:
DEPLOY_HOST(default:motief.sgeboers.nl)DEPLOY_SSH_KEY(private key for thewebappsuser)DEPLOY_USER(default:webapps)
Defaults
- DEPLOY_HOST:
motief.sgeboers.nl - DEPLOY_USER:
webapps
See docs/deployment/ansible-package-deploy.md for more detailed deploy instructions and defaults.