{ "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": 1.0, "triangle": 0.0 }, "gate_a": { "true": 1.0234779119491577, "random_mean": 2.0014874935150146, "true_z": 39.71023178100586 }, "gate_b": { "sampled": 3995, "improving_fraction": 0.001501877346683354 }, "descent_from_true": { "accuracy": 1.0, "energy": 1.0234779119491577 }, "descent_from_random": [ { "accuracy": 0.001953125, "energy": 1.233445405960083 }, { "accuracy": 0.00390625, "energy": 1.2335857152938843 }, { "accuracy": 0.001953125, "energy": 1.2745376825332642 } ], "verdict": { "true_energy": 1.0234779119491577, "best_random_descent": 1.233445405960083, "counterfeit_found": false, "descent_keeps": 1.0, "true_z": 39.71023178100586, "improving_fraction": 0.001501877346683354 } }