Transparency & Full Audit Registry
Every equation, parameter, assumption, and source used in the CE platform — documented for institutional review.
Equation Registry
Every model equation with LaTeX notation, variable definitions, sources, sensitivity classification, and uncertainty bounds.
15 equations →Parameter Registry
Every numerical parameter with value, uncertainty range, distribution type, source, and expert-judgment flags.
14 parameters →Assumption Registry
Every modelling assumption with rationale, counterarguments, failure conditions, and alternative approaches.
13 assumptions →Source Provenance
Every external data source with full citation, confidence rating, license, update frequency, and model usage mapping.
15 sources →Model Inventory
Classification, scope, inputs/outputs, validation status, and decision-grade certification for every CE model.
10 models →Validation Dashboard
Benchmark comparisons vs IPCC AR6, NGFS, IEA NZE, DICE-2023, GCAM. Error rates, pass thresholds, and calibration confidence.
100% pass rate →Governance Layer
Review workflow, approval chain, model change log, and full audit log with external advisory panel records.
View governance →Red Team Analysis
Automated fragility analysis — failure modes, falsification conditions, and high-risk assumption flags for adversarial review.
View fragility report →AI Review Interface
Machine-readable API endpoints exposing the full registry for AI reviewers, automated auditors, and LLM analysis.
View AI endpoints →Uncertainty & Sensitivity
Tornado charts, fan charts, Monte Carlo summary, and full epistemic / aleatory / structural uncertainty decomposition.
View uncertainty →Scenario Replay
Five deterministically replayable scenario snapshots from 1.5°C net-zero to 4°C+ tail risk, with full parameter and policy auditability.
View scenarios →Reproducibility Manifest
Environment lockfile, SHA-256 model hashes, Docker instructions, and a full dependency graph for bitwise-reproducible builds.
View manifest →