sgeboers db9a61094b Fix SVD_THEMES after self-review: PC2 label, indicatief markers, accuracy
- PC2: rename 'maatschappelijke verantwoordelijkheid' to 'institutioneel
  progressivisme' (less normatively loaded), rewrite explanation with actual
  party scores (CU=-59, SGP=-25, VVD=-15 — all strongly negative, not
  'near the middle'), update pole descriptions
- PC3: remove speculative motivation claim about PVV, state factual
  observation that PVV/SP/PvdD/GL-PvdA vote alike despite opposing PC1
- PC7-PC10: add '(indicatief)' to labels — these axes explain <4% EVR
  and may be below noise level
- PC7: add explicit fragility warning in explanation
- PC8: clarify DENK/SP negative scores mean active opposition voting,
  not lack of focus; note Volt N=1 unreliability
- Scree plot: soften claim that later axes are 'meaningful'
2026-03-29 21:55:36 +02:00
2026-03-26 22:52:11 +01:00
2026-03-26 22:52:11 +01:00

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_KEY with a fallback to OPENAI_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_TOKEN as 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 the webapps user)
    • 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.

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