calyr.aí
YAML source of truth content/literature.yamlBinding literature_database

Evidence graph · Living evidence index

Calibration literature and data graph

Neural-network calibration, uncertainty, evaluation data, and method lineage extracted from Guo et al. (2017).

31 citations09 datasets08 ideas12 relations

Scan the graph

Find evidence, data, and reusable ideas

Extraction contract

  1. Preserve the distinction between a paper's claim and calyr.aí's interpretation.
  2. Link every extracted idea to a source and a location in that source.
  3. Represent datasets separately from the papers that introduce or use them.
  4. Mark inferred, incomplete, or unverified metadata explicitly.
  5. Treat dataset availability and licensing as fields to verify, never assumptions.

Open machine-readable JSON →