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Changelog

Source: NEWS.md

LLMRcontent 0.2.0

Initial CRAN release.

  • gold_set() creates development and holdout splits from human-coded data, while protocol_lock() identifies the instrument used for validation and coding. code_corpus() returns a structured coded_corpus, and gold_correct() estimates category prevalences and standard errors from matched holdout errors. Gold-set planning returns the recommendation and its full candidate grid.
  • audit_plan() defines a grid of prompts, models, label orders, and temperatures. audit_run() returns the cell table, unit trail, and plan as fields of a structured audit object. audit_stability() and the structured audit_fragility() result summarize the estimates and conclusion flips. audit_curve() draws only when asked.
  • archive_build() reads LLMR audit logs into archives. Archives can be sealed, checked, and replayed with archive_seal(), archive_check(), and archive_replay(). archive_drift() reissues an explicit fraction or count of stored raw records to measure live drift. Archive writes refuse an existing directory unless replacement is requested.
  • LLMR::report() is the reporting entry point for validation, audit, and archive objects. LLMR::diagnostics() supplies their machine-readable summaries.
  • run_content_studio() provides an optional Shiny interface. Its dependencies are listed in Suggests.
  • The studio now uses the shared generation controls, exposes protocol replicates with complete run-size accounting, and presents validation, correction, robustness, placebo, diagnostics, and archive results before their scrollable console details. Coded-call records can flow into archive completeness checks, and a built archive can be used for offline corpus replay. Long text outputs no longer collapse inside fillable navigation pages. Recorded call durations are summarized when the runner supplies them.
  • The coding workflow now places its seven configuration stages in collapsible drawers while keeping the action for the active stage outside the drawer. Its existing pre-filled coding prompt and category wording remain visible and editable. Coded units and audited units use wide, wrapping text columns, identifier columns remain available at the right, and audit cells and their unit-level trail are shown as separate tables. Studio tables now apply the shared display-only rounding to double columns.
  • Gold, corpus, and audit text mappings now prefer recognized column names; the bundled gold data therefore start with text and label selected.
  • Primary run and continuation controls are disabled while their known prerequisites are incomplete and show the requirement beside the control. The validation step names the locked protocol and short hash and places its ledger confirmation beside the validation action.