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authorYurenHao0426 <Blackhao0426@gmail.com>2026-08-01 16:20:35 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-08-01 16:20:35 -0500
commit735f9c7fd202d0eaed9183094d84d365e0e5404d (patch)
tree075b5b9212568d9d956776ce47d911b8e055c105 /artifacts/vg_5k/np_struct64.json
parent08fd63b8fee62ccdc284380c9832900ee83f9ede (diff)
Test the new instruments; fix an O(1/n) bias in the degree decomposition
Four tests around today's additions. Two failed on first run and both were worth having. The degree decomposition left an O(1/n) residual on a field that is purely additive: excluding the diagonal makes the two-way design unbalanced, so one pass of row and column means does not remove a pure degree effect. Swept to convergence instead. At N=256 the correction moves the reported variance shares by under 0.001, so the refutation of the hubness hypothesis stands unchanged -- but the instrument that produced it now does what it claims. The other failure was the test's own scale: two random 16-dimensional subspaces of R^64 overlap above 0.7 by chance, which is why the real measurements are made at N=256 where the null sits at 1.0. Co-Authored-By: Claude <noreply@anthropic.com>
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+{
+ "protocol": "Continuous states, content projection fitted per modality on scenes outside the evaluated set. Hidden pairs are read only for the correlation.",
+ "samples": 256,
+ "views": 1,
+ "kept_directions": 64,
+ "weight_power": 0.5,
+ "moment_degree": 2,
+ "phrase_encoding": "structured",
+ "field_correlation_at_truth": 0.7246401498403082,
+ "recovery_threshold": 0.9
+} \ No newline at end of file