ThibEquation v6.1 — Benchmark Correction: Empirical Recalibration of 3I/ATLAS Reference Score

This dataset accompanies the ThibEquation v6.1 Benchmark Correction. It contains:– THIBEQUATION_v6.1_FRAMEWORK.md: detailed definition of the SKGC 4‑term score.– BENCHMARK_CORRECTION_REPORT.md: derivation of updated geometric calibration and recalibration rationale.– SENSITIVITY_ANALYSIS.md: analysis of parameter sensitivity.– iso_scores_v6.0_vs_v6.1.csv: CSV comparing scores for v6.0 vs v6.1 for known interstellar objects.– thibequation_v6.1_specification.json: machine‑readable specification for v6.1 calculations.– thibequation_real_iso_analysis.py: Python script that reproduces the benchmark calibration and computes scores from real data.– EPISTEMOLOGICAL_NOTES.md: notes on epistemology of anomaly detection.– README.md: quick usage instructions. ThibEquation v6.1 adjusts the 3I/ATLAS reference signature using updated spectral data, adjusts the SKGC weighting to improve metrological consistency, and recalibrates the normalisation. Use thibequation_real_iso_analysis.py with the provided specification and dataset to reproduce the v6.1 scores. See BENCHMARK_CORRECTION_REPORT.md for full details.