{ "_note": "E12 analysis, deterministic; bins per DESIGN.md + Amendment 1.", "bootstrap_B": 2000, "p0_behavioral": { "armA_500M": { "G": { "belebele": 0.18, "mmlu": 0.10833333333333334 }, "cells": { "belebele": { "en": 0.61, "pl": 0.43 }, "mmlu": { "en": 0.45, "pl": 0.3416666666666667 } }, "h0a": { "belebele": { "d_en_with_pl_scaffold": 0.0016666666666667052, "d_pl_with_en_scaffold": 0.016666666666666663, "max_abs": 0.016666666666666663, "verdict": "format-neutral (<3pp)" }, "mmlu": { "d_en_with_pl_scaffold": -0.023333333333333317, "d_pl_with_en_scaffold": 0.018333333333333313, "max_abs": 0.023333333333333317, "verdict": "format-neutral (<3pp)" } }, "h0b": { "belebele": { "G": 0.18, "acc_pl": 0.43, "acc_pl_assisted": 0.5933333333333334, "boot_gain": { "ci95": [ 0.12166666666666665, 0.20500000000000002 ], "est": 0.16333333333333339, "n": 600 }, "gain": 0.16333333333333339, "recovery": 0.9074074074074078, "verdict": "comprehension-dominant (>=70%)" }, "mmlu": { "G": 0.10833333333333334, "acc_pl": 0.3416666666666667, "acc_pl_assisted": 0.44666666666666666, "boot_gain": { "ci95": [ 0.065, 0.14666666666666667 ], "est": 0.10499999999999998, "n": 600 }, "gain": 0.10499999999999998, "recovery": 0.969230769230769, "verdict": "comprehension-dominant (>=70%)" } } }, "armB_500M": { "G": { "belebele": 0.135, "mmlu": 0.09333333333333332 }, "cells": { "belebele": { "en": 0.6116666666666667, "pl": 0.4766666666666667 }, "mmlu": { "en": 0.455, "pl": 0.3616666666666667 } }, "h0a": { "belebele": { "d_en_with_pl_scaffold": -0.04833333333333334, "d_pl_with_en_scaffold": 0.025000000000000022, "max_abs": 0.04833333333333334, "verdict": "format-sensitive (>=3pp)" }, "mmlu": { "d_en_with_pl_scaffold": -0.06, "d_pl_with_en_scaffold": 0.03833333333333333, "max_abs": 0.06, "verdict": "format-sensitive (>=3pp)" } }, "h0b": { "belebele": { "G": 0.135, "acc_pl": 0.4766666666666667, "acc_pl_assisted": 0.53, "boot_gain": { "ci95": [ 0.013333333333333364, 0.09166666666666667 ], "est": 0.053333333333333344, "n": 600 }, "gain": 0.053333333333333344, "recovery": 0.39506172839506176, "verdict": "mixed (30-70%)" }, "mmlu": { "G": 0.09333333333333332, "acc_pl": 0.3616666666666667, "acc_pl_assisted": 0.42, "boot_gain": { "ci95": [ 0.026624999999999954, 0.09166666666666667 ], "est": 0.05833333333333329, "n": 600 }, "gain": 0.05833333333333329, "recovery": 0.6249999999999997, "verdict": "mixed (30-70%)" } } }, "base": { "G": { "belebele": 0.19833333333333336, "mmlu": 0.21333333333333332 }, "cells": { "belebele": { "en": 0.7466666666666667, "pl": 0.5483333333333333 }, "mmlu": { "en": 0.5533333333333333, "pl": 0.34 } }, "h0a": { "belebele": { "d_en_with_pl_scaffold": -0.0016666666666667052, "d_pl_with_en_scaffold": 0.023333333333333317, "max_abs": 0.023333333333333317, "verdict": "format-neutral (<3pp)" }, "mmlu": { "d_en_with_pl_scaffold": 0.0033333333333332993, "d_pl_with_en_scaffold": 0.014999999999999958, "max_abs": 0.014999999999999958, "verdict": "format-neutral (<3pp)" } }, "h0b": { "belebele": { "G": 0.19833333333333336, "acc_pl": 0.5483333333333333, "acc_pl_assisted": 0.6366666666666667, "boot_gain": { "ci95": [ 0.04833333333333334, 0.13170833333333315 ], "est": 0.08833333333333337, "n": 600 }, "gain": 0.08833333333333337, "recovery": 0.44537815126050434, "verdict": "mixed (30-70%)" }, "mmlu": { "G": 0.21333333333333332, "acc_pl": 0.34, "acc_pl_assisted": 0.51, "boot_gain": { "ci95": [ 0.125, 0.21500000000000002 ], "est": 0.16999999999999998, "n": 600 }, "gain": 0.16999999999999998, "recovery": 0.796875, "verdict": "comprehension-dominant (>=70%)" } } } }, "p1_scan": { "best_any": { "R": 0.98, "R_irr": 0.2, "T": 0.96, "n": 100, "pair": "25->25", "ratio": 4.8999999999999995, "transport_clean": false }, "best_transport_clean": { "R": 0.38, "R_irr": 0.4, "T": 0.25, "n": 100, "pair": "1->27", "ratio": 0.95, "transport_clean": true }, "by_benchmark": { "belebele": { "1->1": { "R": 0.02, "R_irr": 0.04, "T": 0.28, "n": 50, "ratio": 0.5, "transport_clean": true }, "1->11": { "R": 0.26, "R_irr": 0.26, "T": 0.26, "n": 50, "ratio": 1.0, "transport_clean": true }, "1->13": { "R": 0.32, "R_irr": 0.32, "T": 0.24, "n": 50, "ratio": 1.0, "transport_clean": true }, "1->15": { "R": 0.14, "R_irr": 0.3, "T": 0.16, "n": 50, "ratio": 0.46666666666666673, "transport_clean": true }, "1->17": { "R": 0.18, "R_irr": 0.16, "T": 0.14, "n": 50, "ratio": 1.125, "transport_clean": true }, "1->19": { "R": 0.16, "R_irr": 0.18, "T": 0.24, "n": 50, "ratio": 0.888888888888889, "transport_clean": true }, "1->21": { "R": 0.28, "R_irr": 0.28, "T": 0.16, "n": 50, "ratio": 1.0, "transport_clean": true }, "1->23": { "R": 0.24, "R_irr": 0.24, "T": 0.22, "n": 50, "ratio": 1.0, "transport_clean": true }, "1->25": { "R": 0.2, "R_irr": 0.18, "T": 0.28, "n": 50, "ratio": 1.1111111111111112, "transport_clean": true }, "1->27": { "R": 0.32, "R_irr": 0.34, "T": 0.28, "n": 50, "ratio": 0.9411764705882353, "transport_clean": true }, "1->3": { "R": 0.14, "R_irr": 0.2, "T": 0.24, "n": 50, "ratio": 0.7000000000000001, "transport_clean": true }, "1->5": { "R": 0.22, "R_irr": 0.2, "T": 0.2, "n": 50, "ratio": 1.0999999999999999, "transport_clean": true }, "1->7": { "R": 0.26, "R_irr": 0.26, "T": 0.16, "n": 50, "ratio": 1.0, "transport_clean": true }, "1->9": { "R": 0.2, "R_irr": 0.14, "T": 0.26, "n": 50, "ratio": 1.4285714285714286, "transport_clean": true }, "11->1": { "R": 0.14, "R_irr": 0.14, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "11->11": { "R": 0.14, "R_irr": 0.12, "T": 0.26, "n": 50, "ratio": 1.1666666666666667, "transport_clean": true }, "11->13": { "R": 0.14, "R_irr": 0.14, "T": 0.26, "n": 50, "ratio": 1.0, "transport_clean": true }, "11->15": { "R": 0.26, "R_irr": 0.16, "T": 0.26, "n": 50, "ratio": 1.625, "transport_clean": true }, "11->17": { "R": 0.24, "R_irr": 0.2, "T": 0.26, "n": 50, "ratio": 1.2, "transport_clean": true }, "11->19": { "R": 0.24, "R_irr": 0.24, "T": 0.28, "n": 50, "ratio": 1.0, "transport_clean": true }, "11->21": { 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{ "R": 0.18, "R_irr": 0.14, "T": 0.3, "n": 50, "ratio": 1.2857142857142856, "transport_clean": true }, "13->15": { "R": 0.14, "R_irr": 0.1, "T": 0.34, "n": 50, "ratio": 1.4000000000000001, "transport_clean": true }, "13->17": { "R": 0.2, "R_irr": 0.16, "T": 0.26, "n": 50, "ratio": 1.25, "transport_clean": true }, "13->19": { "R": 0.22, "R_irr": 0.26, "T": 0.26, "n": 50, "ratio": 0.8461538461538461, "transport_clean": true }, "13->21": { "R": 0.22, "R_irr": 0.2, "T": 0.24, "n": 50, "ratio": 1.0999999999999999, "transport_clean": true }, "13->23": { "R": 0.2, "R_irr": 0.2, "T": 0.24, "n": 50, "ratio": 1.0, "transport_clean": true }, "13->25": { "R": 0.24, "R_irr": 0.24, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "13->27": { "R": 0.24, "R_irr": 0.3, "T": 0.24, "n": 50, "ratio": 0.8, "transport_clean": true }, "13->3": { "R": 0.1, "R_irr": 0.08, "T": 0.3, "n": 50, "ratio": 1.25, "transport_clean": true }, "13->5": { "R": 0.14, "R_irr": 0.12, "T": 0.28, "n": 50, "ratio": 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1.0, "transport_clean": true }, "15->23": { "R": 0.2, "R_irr": 0.2, "T": 0.24, "n": 50, "ratio": 1.0, "transport_clean": true }, "15->25": { "R": 0.2, "R_irr": 0.18, "T": 0.24, "n": 50, "ratio": 1.1111111111111112, "transport_clean": true }, "15->27": { "R": 0.28, "R_irr": 0.28, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "15->3": { "R": 0.12, "R_irr": 0.1, "T": 0.32, "n": 50, "ratio": 1.2, "transport_clean": true }, "15->5": { "R": 0.14, "R_irr": 0.14, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "15->7": { "R": 0.12, "R_irr": 0.14, "T": 0.32, "n": 50, "ratio": 0.857142857142857, "transport_clean": true }, "15->9": { "R": 0.12, "R_irr": 0.08, "T": 0.3, "n": 50, "ratio": 1.5, "transport_clean": true }, "17->1": { "R": 0.12, "R_irr": 0.12, "T": 0.28, "n": 50, "ratio": 1.0, "transport_clean": true }, "17->11": { "R": 0.16, "R_irr": 0.16, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "17->13": { "R": 0.18, "R_irr": 0.16, "T": 0.3, "n": 50, 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0.28, "n": 50, "ratio": 0.8750000000000001, "transport_clean": true }, "21->9": { "R": 0.16, "R_irr": 0.16, "T": 0.3, "n": 50, "ratio": 1.0, "transport_clean": true }, "23->1": { "R": 0.36, "R_irr": 0.18, "T": 0.42, "n": 50, "ratio": 2.0, "transport_clean": false }, "23->11": { "R": 0.66, "R_irr": 0.24, "T": 0.72, "n": 50, "ratio": 2.7500000000000004, "transport_clean": false }, "23->13": { "R": 0.82, "R_irr": 0.26, "T": 0.8, "n": 50, "ratio": 3.1538461538461537, "transport_clean": false }, "23->15": { "R": 0.84, "R_irr": 0.24, "T": 0.84, "n": 50, "ratio": 3.5, "transport_clean": false }, "23->17": { "R": 0.94, "R_irr": 0.22, "T": 0.9, "n": 50, "ratio": 4.2727272727272725, "transport_clean": false }, "23->19": { "R": 0.92, "R_irr": 0.2, "T": 0.92, "n": 50, "ratio": 4.6, "transport_clean": false }, "23->21": { "R": 0.96, "R_irr": 0.18, "T": 0.98, "n": 50, "ratio": 5.333333333333333, "transport_clean": false }, "23->23": { "R": 1.0, "R_irr": 0.22, "T": 0.94, "n": 50, "ratio": 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