analyze-leaderboard-dynamics

Purpose

Analyze leaderboard score distributions, compression or saturation, anomalies, selective reporting, and regime shifts.

Input contract

required: [leaderboard_records, metric_schema, time_or_version_field]
optional: [evaluation_protocols, source_quality, method_metadata]
constraints: [scores require task, metric, condition, source, and observation provenance]

Procedure