adaptive_get_logs       Retrieve canonical adaptive logs.
adaptive_item_log       Adaptive item log accessor.
adaptive_rank           Run adaptive ranking end-to-end from data and
                        model settings
adaptive_rank_resume    Adaptive ranking resume
adaptive_rank_run_live
                        Adaptive ranking live runner
adaptive_rank_start     Adaptive ranking
adaptive_results_history
                        Adaptive results history in build_bt_data()
                        format.
adaptive_round_log      Adaptive round log accessor.
adaptive_step_log       Adaptive step log accessor.
alternate_pair_order    Deterministically alternate sample order in
                        pairs
anthropic_compare_pair_live
                        Live Anthropic (Claude) comparison for a single
                        pair of samples
anthropic_create_batch
                        Create an Anthropic Message Batch
anthropic_download_batch_results
                        Download Anthropic Message Batch results
                        (.jsonl)
anthropic_get_batch     Retrieve an Anthropic Message Batch by ID
anthropic_poll_batch_until_complete
                        Poll an Anthropic Message Batch until
                        completion
build_anthropic_batch_requests
                        Build Anthropic Message Batch requests from a
                        tibble of pairs
build_bt_data           Build Bradley-Terry comparison data from
                        pairwise results
build_btl_results_data
                        Build canonical 'results_tbl' data for Bayesian
                        BTL MCMC
build_elo_data          Build EloChoice comparison data from pairwise
                        results
build_gemini_batch_requests
                        Build Gemini batch requests from a tibble of
                        pairs
build_openai_batch_requests
                        Build OpenAI batch JSONL lines for paired
                        comparisons
build_prompt            Build a concrete LLM prompt from a template
check_llm_api_keys      Check configured API keys for LLM backends
check_positional_bias   Check positional preference and bootstrap
                        reversal agreement
compute_reverse_consistency
                        Compute consistency between forward and reverse
                        pair comparisons
ensure_only_ollama_model_loaded
                        Ensure only one Ollama model is loaded in
                        memory
estimate_llm_pairs_cost
                        Estimate LLM token usage and cost for a set of
                        pairwise comparisons
example_openai_batch_output
                        Example OpenAI Batch output (JSONL lines)
example_writing_pairs   Example dataset of paired comparisons for
                        writing samples
example_writing_results
                        Example canonical results table for writing
                        comparisons
example_writing_samples
                        Example dataset of writing samples
example_writing_samples1000
                        Synthetic Writing Samples with Controlled
                        Quality Levels (N = 1000)
fit_bayes_btl_mcmc      Full Bayesian BTL inference via CmdStanR
                        (adaptive-compatible)
fit_bt_model            Fit a Bradley–Terry model with sirt and
                        fallback to BradleyTerry2
fit_elo_model           Fit an EloChoice model to pairwise comparison
                        data
gemini_compare_pair_live
                        Live Google Gemini comparison for a single pair
                        of samples
gemini_create_batch     Create a Gemini Batch job from request objects
gemini_download_batch_results
                        Download Gemini Batch results to a JSONL file
gemini_get_batch        Retrieve a Gemini Batch job by name
gemini_poll_batch_until_complete
                        Poll a Gemini Batch job until completion
get_prompt_template     Retrieve a named prompt template
list_prompt_templates   List available prompt templates
llm_compare_pair        Backend-agnostic live comparison for a single
                        pair of samples
llm_download_batch_results
                        Extract results from a pairwiseLLM batch object
llm_resume_multi_batches
                        Resume polling and download results for
                        multiple batch jobs
llm_submit_pairs_batch
                        Submit pairs to an LLM backend via batch API
llm_submit_pairs_multi_batch
                        Multi‑batch submission and polling wrappers
load_adaptive_session   Load an adaptive session from disk.
make_adaptive_judge_llm
                        Build an LLM judge function for adaptive
                        ranking
make_pairs              Create all unordered pairs of writing samples
ollama_compare_pair_live
                        Live Ollama comparison for a single pair of
                        samples
openai_compare_pair_live
                        Live OpenAI comparison for a single pair of
                        samples
openai_create_batch     Create an OpenAI batch from an uploaded file
openai_download_batch_output
                        Download the output file for a completed batch
openai_get_batch        Retrieve an OpenAI batch
openai_poll_batch_until_complete
                        Poll an OpenAI batch until it completes or
                        fails
openai_upload_batch_file
                        Upload a JSONL batch file to OpenAI
parse_anthropic_batch_output
                        Parse Anthropic Message Batch output into a
                        tibble
parse_gemini_batch_output
                        Parse Gemini batch JSONL output into a tibble
                        of pairwise results
parse_openai_batch_output
                        Parse an OpenAI Batch output JSONL file
print.adaptive_state    Print an adaptive state summary.
print.pairwiseLLM_cost_estimate
                        Print a pairwiseLLM cost estimate
randomize_pair_order    Randomly assign samples to positions SAMPLE_1
                        and SAMPLE_2
read_samples_df         Read writing samples from a data frame
read_samples_dir        Read writing samples from a directory of .txt
                        files
register_prompt_template
                        Register a named prompt template
remove_prompt_template
                        Remove a registered prompt template
run_anthropic_batch_pipeline
                        Run an Anthropic batch pipeline for pairwise
                        comparisons
run_gemini_batch_pipeline
                        Run a Gemini batch pipeline for pairwise
                        comparisons
run_openai_batch_pipeline
                        Run a full OpenAI batch pipeline for pairwise
                        comparisons
sample_pairs            Randomly sample pairs of writing samples
sample_reverse_pairs    Sample reversed versions of a subset of pairs
save_adaptive_session   Save an adaptive session to disk.
set_prompt_template     Get or set a prompt template for pairwise
                        comparisons
submit_anthropic_pairs_live
                        Live Anthropic (Claude) comparisons for a
                        tibble of pairs
submit_gemini_pairs_live
                        Live Google Gemini comparisons for a tibble of
                        pairs
submit_llm_pairs        Backend-agnostic live comparisons for a tibble
                        of pairs
submit_ollama_pairs_live
                        Live Ollama comparisons for a tibble of pairs
submit_openai_pairs_live
                        Live OpenAI comparisons for a tibble of pairs
submit_together_pairs_live
                        Live Together.ai comparisons for a tibble of
                        pairs
submit_vertex_pairs_live
                        Live Vertex AI Gemini comparisons for a tibble
                        of pairs
summarize_adaptive      Summarize an adaptive state.
summarize_bt_fit        Summarize a Bradley–Terry model fit
summarize_items         Summarize adaptive items
summarize_refits        Summarize adaptive refits
together_compare_pair_live
                        Live Together.ai comparison for a single pair
                        of samples
trait_description       Get a trait name and description for prompts
validate_session_dir    Validate an adaptive session directory.
vertex_compare_pair_live
                        Live Vertex AI Gemini comparison for a single
                        pair of samples
write_openai_batch_file
                        Write an OpenAI batch table to a JSONL file
