Refactor UI terminology and enhance phase headers with icons#23
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Update workflow terminology across UI and documentation from “Initial Analysis/Correction” to “Primary Analysis/Refinement” (including labels like Refinement Notes, Run Refinement, and Refined Analysis). This aligns naming with the current two-phase behavior and makes the refinement loop intent clearer without changing underlying request logic.
Update Streamlit subheaders and thought-process expanders to use Material icon prefixes across Phase 1 and Phase 2 sections. Adjust UI smoke tests to assert the new iconized labels, keeping test expectations aligned with the updated interface and preventing false failures.
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