{ "master_sha256": "b0b2e13c3cd35512ee5955a2d9a56c22d7410e283d35dd9c90abbaa7b99279eb", "script_sha256": "4dd985c888f141dd2f2f2906b36884cadd34357b2e93be6d186af661b2ad3abf", "protocol": { "selector": "g(C) = ((a*C+b) mod 29) mod k; a=1..28,b=0..28,k=1..29; state g(previous C).", "decoder": "Each section has its own fixed many-to-one D and R. D[j,c]=R exactly when g(c)=j. Encoder may avoid exact repeats when choosing an R homophone.", "prediction": "R occurs exactly at same-group ciphertext transitions. Raw equal neighbors are a subset; R need not be rare.", "scope": "Eight substantial LP2 sections, omitting their first rune. The nine-rune number-label section is excluded. Pages and words do not reset. Existing master grouping is a convention, not established key boundaries.", "screens": "R share at or below largest matched solved-group single-letter frequency within its inside/outside singleton category. Allowed-set mass at or below largest matched solved-group combined share. Outside R forbids same-group singleton transitions.", "transfer": "First floor(2N/3) runes used for fitting. Select smallest k with any training screen survivor; then minimum allowed mass, minimum R mass, outside before inside, ascending a,b. Freeze selector and R category. Carry actual predecessor across evaluation split.", "limits": "Exact constraints under a specified channel rule; empirical reference screens are not universal English limits. No D table fit, unknown-key recovery, blind holdout or proof against arbitrary homophonic encoders." }, "references": { "AI": { "allowed_share": 0.1377091377091377, "allowed_ratio": [ 107, 777 ], "R_categories": { "outside": { "R_ratio": [ 9, 61 ], "R_share": 0.14754098360655737, "reference_group": "warning", "reference_label": "E" }, "inside": { "R_ratio": [ 2, 21 ], "R_share": 0.09523809523809523, "reference_group": "koan", "reference_label": "A" } } }, "AIO": { "allowed_share": 0.23680823680823682, "allowed_ratio": [ 184, 777 ], "R_categories": { "outside": { "R_ratio": [ 9, 61 ], "R_share": 0.14754098360655737, "reference_group": "warning", "reference_label": "E" }, "inside": { "R_ratio": [ 5, 44 ], "R_share": 0.11363636363636363, "reference_group": "instruction", "reference_label": "O" } } } }, "results": [ { "singleton_sensitivity": "all_audited", "section": 0, "allowed_letters": "AI", "runes": 729, "cut_rune_offset": 486, "full_singletons": 5, "first_full_passing_k": 6, 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