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Publish generalized convex exact native reproduction
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{
"assessment": "verified",
"author_mechanism_execution": {
"configured_posted_price": 0.5,
"grid_points": 4001,
"max_allocation_below_0.499": 0.0,
"min_allocation_above_0.501": 1.0
},
"author_repository_commit": "85a5da444a146ea28945173e22e3d130163dae42",
"benchmark_match": "Table I prints 0.274 learned and 0.274 SJa per item for n=2",
"claim": 5,
"destructive_control": {
"effect": "moving the threshold to 0.35 creates a 0.0225 revenue gap",
"posted_price": 0.35,
"revenue_gap": 0.0225
},
"literal_claim": "Figures 2-3 show the learned parametrization recovers the known optimal posted price of 0.5 in the single-item auction case and finds a mixed-bundling pricing scheme matching theoretical benchmarks in the two-item case.",
"mixed_menu_test": "both heatmaps contain large exact zero/full regions plus nonzero intermediate-allocation regions",
"single_item_analytic_oracle": {
"exact_optimum_price": 0.5,
"figure_learned_price": 0.495,
"revenue_gap_to_optimum": 2.5e-05,
"revenue_identity": "R(p)=p(1-p)"
},
"two_item_source_heatmap_a1": {
"full_allocation_pixels": 253352,
"intermediate_allocation_pixels": 3171,
"sha256": "30e8063e8981a67f2456327c4578bc5417e528ecb3aa8aa539cdce35953df8a2",
"size": [
874,
748
],
"zero_allocation_pixels": 126997
},
"two_item_source_heatmap_a2": {
"full_allocation_pixels": 230527,
"intermediate_allocation_pixels": 26051,
"sha256": "61678a82a62e4d95a4e097f4cb197e2e557b8a299e27ea1ea1248b2d3c51c7da",
"size": [
874,
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],
"zero_allocation_pixels": 127015
}
}