Consumer surface · principia-connector · HO-058 (PRN-143) · HO-083 (PRN-147)

Verbatim Codings

Open-ended responses auto-coded to canonical constructs — each coding carries a score, a confidence, and the canonical construct id it grounded to. Coding runs in Principia’s batch (curator) lane; this surface reads the result. No fabricated codes: text that doesn’t resolve confidently lands in the unresolved bucket, not a guessed construct.

Construct Codings

  • “There is no work engagement here; people are burned out and just going through the motions.”

    fixture:engagement-comment · live:anthropic/claude-sonnet-4.6

    • burnoutVAR_000152s=0.90 · c=0.95
    • work engagementVAR_000153s=0.05 · c=0.97

  • “My manager genuinely trusts the team and we have real psychological safety to raise problems.”

    fixture:engagement-comment · live:anthropic/claude-sonnet-4.6

    • trustunresolveds=0.90 · c=0.95
    • psychological safetyVAR_000218s=0.90 · c=0.97

  • “Customer satisfaction is slipping because the service climate has collapsed since reorg.”

    fixture:engagement-comment · live:anthropic/claude-sonnet-4.6

    • customer satisfactionVAR_000494s=0.20 · c=0.85
    • service climateVAR_000508s=0.10 · c=0.90
    • organizational change disruptionunresolveds=0.80 · c=0.80

Theory Validation

Theory validation unconfigured.

Provide ?source=<corpus-source> and ?r=<base64-relationships-json> to validate a theory against open-text codings from that source.