{ "protocol": "Pairwise-plus-triangle energy on moment set-kernel fields; triples sampled from node indices only. Hidden pairs score orderings.", "samples": 512, "triples": 397702, "weights": { "pair": 0.0, "triangle": 1.0 }, "gate_a": { "true": 2.4797465801239014, "random_mean": 3.0175280570983887, "true_z": 35.24943923950195 }, "gate_b": { "sampled": 3995, "improving_fraction": 0.11339173967459325 }, "descent_from_true": { "accuracy": 0.875, "energy": 2.3752927780151367 }, "descent_from_random": [ { "accuracy": 0.0078125, "energy": 2.592087507247925 }, { "accuracy": 0.001953125, "energy": 2.6361217498779297 }, { "accuracy": 0.00390625, "energy": 2.659343719482422 } ], "verdict": { "true_energy": 2.4797465801239014, "best_random_descent": 2.592087507247925, "counterfeit_found": false, "descent_keeps": 0.875, "true_z": 35.24943923950195, "improving_fraction": 0.11339173967459325 } }