Analysis Scope
Choose the workflow you want to open. Each route keeps its own setup, run monitor, and results view.
Question-by-Question Analysis
Stay inside the current flow, then switch between setup, execution monitoring, and detailed results.
Submission Workspace
Follow the workflow below to prepare the upload, configure the rubric, review the setup, and run scoring.
Results Analysis
After scoring completes, this workspace will summarize model agreement, error behavior, and score distributions.
The scored CSV is ready. We are now building the single-question testing summary for this run.
Ready For Another Run?
Clear the completed workflow and return the submission workspace to its original empty state.
Full Research Analysis
Upload both course datasets and their rubric files, then monitor the research pipeline as it cleans, scores, and packages the outputs.
Research Pipeline Setup
Provide the two course CSV files and the matching rubric JSON files. Optional course labels will be used in the progress feed and output names.
Second Course Inputs
Research Data Summary
Confirm what was detected in the uploaded files before starting the full research pipeline.
Research Execution Monitor
Follow the research pipeline as it moves through loading, cleaning, question scoring, and output packaging.
Pipeline Thinking
Live execution messages stream here as the research pipeline keeps working.
Research Testing Results
Review the completed research testing pipeline through the same Section 3 structure used in the paper.