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"demo_set": 0, "instruction": 6, "prompt_tokens": 2238, "score": 0.156588, "secondary": { "recall_at_precision_0.90": 0.571429, "unsure_share": 0.384615 } }, { "demo_set": 1, "instruction": 5, "prompt_tokens": 2137, "score": 0.169213, "secondary": { "recall_at_precision_0.90": 0.571429, "unsure_share": 0.0 } }, { "demo_set": 2, "instruction": 5, "prompt_tokens": 2118, "score": 0.129923, "secondary": { "recall_at_precision_0.90": 0.714286, "unsure_share": 0.076923 } }, { "demo_set": 3, "instruction": 5, "prompt_tokens": 2455, "score": 0.128863, "secondary": { "recall_at_precision_0.90": 0.857143, "unsure_share": 0.0 } } ], "name": "balanced_brier_v1 (lower is better)", "on": "C_val, injection candidates" }, "created": "2026-10-01", "embeddings_6_2": { "calls": 20, "ceiling_usd": 1.0, "embedded": 616, "examples_with_vector": 724, "excerpts": 616, "metered_usd": 0.003976, "model": "openai/text-embedding-3-small", "route": "OpenRouter", "tokens": 198819 }, "evaluation": { "advisory": { 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"insufficient data" }, "python": { "status": "insufficient data" }, "typescript": { "status": "insufficient data" } }, "candidates": 110, "compile_groups": 25, "folds": { "outer-0": { "groups": 15, "status": "ok" }, "outer-1": { "groups": 15, "status": "ok" }, "outer-2": { "groups": 15, "status": "ok" }, "outer-3": { "groups": 14, "status": "ok" }, "outer-4": { "groups": 14, "status": "ok" } }, "groups": 29, "intervals": "repository-cluster bootstrap 95%", "majority_vulnerable_verdict": { "precision": { "ci": [ 0.7241, 1.0 ], "value": 0.8621 }, "recall": { "ci": [ 0.2917, 0.6222 ], "value": 0.431 } }, "parse_failed_share": 0.0, "positives": 58, "status": "ok", "undecided": 0, "verdict_by_label": { "0:not_vulnerable": 42, "0:unsure": 6, "0:vulnerable": 4, "1:not_vulnerable": 27, "1:unsure": 6, "1:vulnerable": 25 } }, "instruments": { "balance": { "ok": 110 }, "candidates": 110, "candidates_with_vector": 110, "contrast_per_candidate": { "0": 24, "1": 24, "2": 62 }, "demos_per_candidate": { "3": 110 }, "distinct_s": 52, "examples_per_candidate": { "6": 110 }, "excerpt_bytes_min_mean_max": [ 38, 1166, 1975 ], "modes": { "signals+embeddings": 110 }, "near_duplicates_dropped": 0, "no_excerpt": 0, "parse_failed": 0, "pool_mean": 636.4, "prompt_chars_mean": 25480 }, "labels": { "same_counts_as": "2026-10-01-decision-engine-labels-advisory-fixes/labels.json", "sha256": "92f1856c90aaebfaaf0a738c3e4e3a5a730135391b2ea5a3ca2b5987db7430ee" }, "memory_build": { "by_source": { "adjudications": { "absent_fixed_side": 0, "examples": 34, "labels": 43, "no_excerpt": 9, "no_record": 0, "recorded": 43, "unread": 0 }, "dev-php": { "absent_fixed_side": 0, "examples": 3, "labels": 3, "no_excerpt": 0, "no_record": 0, "recorded": 3, "unread": 0 }, "pairs": { "absent_fixed_side": 0, "examples": 560, "labels": 1544, "no_excerpt": 0, "no_record": 984, "recorded": 560, "unread": 0 }, "population-v1": { "absent_fixed_side": 0, "examples": 85, "labels": 170, "no_excerpt": 0, "no_record": 85, "recorded": 85, "unread": 0 }, "population-v2": { "absent_fixed_side": 0, "examples": 42, "labels": 86, "no_excerpt": 1, "no_record": 43, "recorded": 43, "unread": 0 } }, "examples": 724, "examples_by_family_label": { "access_control:1": 13, "config_secrets:0": 13, "config_secrets:1": 18, "deserialization:1": 20, "injection:0": 65, "injection:1": 75, "memory:0": 171, "memory:1": 171, "output_encoding:0": 40, "output_encoding:1": 56, "path:0": 1, "path:1": 13, "unknown:0": 2, "unknown:1": 2, "untrusted_destination:0": 19, "untrusted_destination:1": 45 }, "examples_by_source_label": { "adjudications:0": 32, "adjudications:1": 2, "dev-php:1": 3, "pairs:0": 226, "pairs:1": 334, "population-v1:0": 35, "population-v1:1": 50, "population-v2:0": 18, "population-v2:1": 24 }, "excerpt_bytes_total": 817773, "excerpts_read": 724, "failing_reason": "adjudications: 9 of 43 recorded candidates are anonymous functions (N, ) that function_span cannot locate by name; the clones were read (unread 0). Exit 2 recorded, rows kept.", "failing_sources": [ "adjudications" ], "profile": "static", "skipped": { "conditional label (condition not evaluated)": 4743 } }, "note": "COUNTS ONLY. Decision-engine tasks 6.2 and 6.6, family INJECTION only: memory = every family's static examples (retrieval may show up to 2 contrast examples of other families), candidates = injection. Input profile v1 (engine and facts.function_lines withheld), priors off. Out-of-repository: compile split (25% of groups) never evaluated; outer grouped 5-fold over the rest; Platt map cross-fitted on the other folds; operating points nested.", "program": { "bootstrap": { "candidates": 17, "kept": 11, "rejected": { "not confident": 1, "rationale names an identity": 1, "wrong or unsure": 4 } }, "classify": { "confidence": "vote_mean", "inputs": "v1", "k": 5, "max_output_tokens": 300, "model": "deepseek-flash", "model_params_digest": "f31055fe086f97cf687b9f2198637556ec8b9eee5624f8004a178c502166735a", "temperature": [ 0.0, 0.7 ], "withheld": [ "engine", "facts.function_lines" ] }, "data": { "examples": 724, "groups": 98, "sources": [ "adjudications", "dev-php", "pairs", "population-v1", "population-v2" ] }, "demos": 3, "id": "c1237a49e19d2477aa8521b182271fa9d6eae165d391aa0f2a4c4c6d6a825a8b", "instruction_source": "proposed:5" }, "replay_check": "evaluate re-run replay-only on the committed code: 550 responses replayed, $0, identical overall and calibration", "smoke": { "candidates": 17, "k5_repeat_hit_share_measured": 0.96, "k_fixed": 5, "k_rule": "k = 5 when samples 2..k hit the prefix cache for >= 0.8 of their prompt tokens", "parse_failed": 0 }, "spend": { "balance_note": "the provider charged ~1/3 of the list-price meter (balance moved $0.30 for $0.91 metered): DeepSeek's off-peak discount window, presumably; the meter prices at list", "ceilings_usd": { "6_2": 1.0, "6_6": 7.0 }, "cost_per_candidate_evaluate_usd": 0.003215, "deepseek_balance_usd": { "after": 17.9, "before": 18.2 }, "deepseek_tokens": { "completion_tokens": 155480, "prompt_cache_hit_tokens": 8601840, "prompt_tokens": 9936337 }, "metered_at_list_price_usd": { "canary": 0.010158, "compile": 0.429194, "compile_first_attempt_failed_400": 0.049047, "deepseek_total_6_6": 0.912838, "embed_6_2_openrouter": 0.003976, "evaluate": 0.353626, "smoke_deepseek": 0.070812 } } }