{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-06f594e17c1d2f83", "name": "Possibly dead Python function: group_mape", "shortDescription": {"text": "Possibly dead Python function: group_mape"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9d7d5f71de3ff6de", "name": "Possibly dead Python function: y_arrays_test_golden", "shortDescription": {"text": "Possibly dead Python function: y_arrays_test_golden"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d1b4bd882945618b", "name": "Possibly dead Python function: fit_bl3_ols", "shortDescription": {"text": "Possibly dead Python function: fit_bl3_ols"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4a0f0f83d4961322", "name": "Possibly dead Python function: fit_bl4_catboost_rmse", "shortDescription": {"text": "Possibly dead Python function: fit_bl4_catboost_rmse"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4c98c796103d4c54", "name": "Possibly dead Python function: fit_bl5_mixed", "shortDescription": {"text": "Possibly dead Python function: fit_bl5_mixed"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a460b8e519a79536", "name": "Possibly dead Python function: fit_bl6_quantreg", "shortDescription": {"text": "Possibly dead Python function: fit_bl6_quantreg"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1d7b09e03916d375", "name": "Possibly dead Python function: fit_bl7_multiquantile", "shortDescription": {"text": "Possibly dead Python function: fit_bl7_multiquantile"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-cf94ddba2c4da90a", "name": "Possibly dead Python function: fit_a4_no_domain", "shortDescription": {"text": "Possibly dead Python function: fit_a4_no_domain"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7ae5c0258e3e6d9a", "name": "Possibly dead Python function: fit_a5_no_highcard", "shortDescription": {"text": "Possibly dead Python function: fit_a5_no_highcard"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7f0b4bf01e72eef0", "name": "Possibly dead Python function: fit_a6_lightgbm", "shortDescription": {"text": "Possibly dead Python function: fit_a6_lightgbm"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c5e986ccb80c417", "name": "Possibly dead Python function: date_to_day", "shortDescription": {"text": "Possibly dead Python function: date_to_day"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0a0c484e0152bc5e", "name": "Possibly dead Python function: date_to_month_index", "shortDescription": {"text": "Possibly dead Python function: date_to_month_index"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-11deb1e40bf1b0b3", "name": "Possibly dead Python function: time_split_main", "shortDescription": {"text": "Possibly dead Python function: time_split_main"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3cc9147316291c62", "name": "Possibly dead Python function: run_a1_log1p_proposed", "shortDescription": {"text": "Possibly dead Python function: run_a1_log1p_proposed"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f70e37cf2e085ac0", "name": "Possibly dead Python function: run_a2_locally_adaptive", "shortDescription": {"text": "Possibly dead Python function: run_a2_locally_adaptive"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6bc2787159560b9f", "name": "Possibly dead Python function: run_a3_conservative_coverage", "shortDescription": {"text": "Possibly dead Python function: run_a3_conservative_coverage"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d601168d3d9e7e00", "name": "Possibly dead Python function: run_a4_no_domain", "shortDescription": {"text": "Possibly dead Python function: run_a4_no_domain"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-66e3e35341a58af0", "name": "Possibly dead Python function: run_a5_no_highcard", "shortDescription": {"text": "Possibly dead Python function: run_a5_no_highcard"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-db23bd2d65b28ce2", "name": "Possibly dead Python function: run_a6_lightgbm_quantile", "shortDescription": {"text": "Possibly dead Python function: run_a6_lightgbm_quantile"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-cebe2188c5f87cd9", "name": "Possibly dead Python function: obj", "shortDescription": {"text": "Possibly dead Python function: obj"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 26 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 214 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-23eb4b9dc73b2835", "name": "Legacy-named symbol `_shortage_v2` in src/day7_golden_aggregate.py:23", "shortDescription": {"text": "Legacy-named symbol `_shortage_v2` in src/day7_golden_aggregate.py:23"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7295875d4dfd2f49", "name": "Legacy-named symbol `shortage_v2` in src/evaluator.py:35", "shortDescription": {"text": "Legacy-named symbol `shortage_v2` in src/evaluator.py:35"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f83af188e43eac6b", "name": "Legacy-named symbol `shortage_v2` in src/day6_figures.py:265", "shortDescription": {"text": "Legacy-named symbol `shortage_v2` in src/day6_figures.py:265"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7f482024e896e39f", "name": "Legacy-named symbol `_shortage_v2` in src/day2_golden_eval.py:34", "shortDescription": {"text": "Legacy-named symbol `_shortage_v2` in src/day2_golden_eval.py:34"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5b5718ea7c60d862", "name": "Commented-code block (7 lines) in src/day10_anonymize.py:49", "shortDescription": {"text": "Commented-code block (7 lines) in src/day10_anonymize.py:49"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ddf7a3e7cc7063ef", "name": "Legacy-named symbol `shortage_v2` in src/day2_robustness.py:3", "shortDescription": {"text": "Legacy-named symbol `shortage_v2` in src/day2_robustness.py:3"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3a0e7f2f4b60c0d8", "name": "Legacy-named symbol `10_Highlights_v1` in src/day5_build_paper.py:21", "shortDescription": {"text": "Legacy-named symbol `10_Highlights_v1` in src/day5_build_paper.py:21"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4340abb79dabd63e", "name": "Network/subprocess call without timeout or try/except \u2014 src/day5_build_paper.py:103", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 src/day5_build_paper.py:103"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-fc6fc8a4a9f4662c", "name": "Legacy-named symbol `shortage_v2` in src/recompute_v2.py:50", "shortDescription": {"text": "Legacy-named symbol `shortage_v2` in src/recompute_v2.py:50"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-282cdc7cae08d450", "name": "Legacy-named symbol `shortage_v2` in src/day3_a12_expanding_cv.py:13", "shortDescription": {"text": "Legacy-named symbol `shortage_v2` in src/day3_a12_expanding_cv.py:13"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c857dcef264d4edc", "name": "Legacy-named symbol `_shortage_v2` in src/day4_consolidate_golden.py:26", "shortDescription": {"text": "Legacy-named symbol `_shortage_v2` in src/day4_consolidate_golden.py:26"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9dad557909b86499", "name": "Near-duplicate function bodies in 10 places", "shortDescription": {"text": "Near-duplicate function bodies in 10 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/day3_a9_yraw.py:main, src/day3_a7_model_b.py:main, src/day2_golden_eval.py:main, src/day2_shap.py:main\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/day3_a7_model_b.py:pred, src/day3_a7_model_b.py:pred, src/day3_a7_model_b.py:pred\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/run_baselines.py:main, src/run_advanced.py:main\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-33a6b62e30ce7ab4", "name": "Near-duplicate function bodies in 6 places", "shortDescription": {"text": "Near-duplicate function bodies in 6 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/day2_golden_eval.py:predict, src/day2_golden_eval.py:pred, src/day2_golden_eval.py:pred, src/day2_golden_eval.py:pred\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-02525d39071dd2c7", "name": "Near-duplicate function bodies in 5 places", "shortDescription": {"text": "Near-duplicate function bodies in 5 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/run_ablation.py:predict_calibrated, src/run_ablation.py:predict_calibrated, src/run_ablation.py:predict_calibrated, src/run_ablation.py:predict_calibrated\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/18745"}, "properties": {"repository": "sage-Tae/asymmetric-quantile-ink-newsvendor", "repoUrl": "https://github.com/sage-Tae/asymmetric-quantile-ink-newsvendor", "branch": "main"}, "results": [{"ruleId": "scanner-06f594e17c1d2f83", "level": "note", "message": {"text": "Possibly dead Python function: group_mape"}, "properties": {"repobilityId": "a704174a2c533b36", "scanner": "scanner-primary", "fingerprint": "06f594e17c1d2f83", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/metrics.py:140"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9d7d5f71de3ff6de", "level": "note", "message": {"text": "Possibly dead Python function: y_arrays_test_golden"}, "properties": {"repobilityId": "c900db7f0bb910c9", "scanner": "scanner-primary", "fingerprint": "9d7d5f71de3ff6de", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/evaluator.py:302"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d1b4bd882945618b", "level": "note", "message": {"text": "Possibly dead Python function: fit_bl3_ols"}, "properties": {"repobilityId": "eec52da93398af1c", "scanner": "scanner-primary", "fingerprint": "d1b4bd882945618b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:70"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4a0f0f83d4961322", "level": "note", "message": {"text": "Possibly dead Python function: fit_bl4_catboost_rmse"}, "properties": {"repobilityId": "aed5c16da816fe28", "scanner": "scanner-primary", "fingerprint": "4a0f0f83d4961322", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:92"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4c98c796103d4c54", "level": "note", "message": {"text": "Possibly dead Python function: fit_bl5_mixed"}, "properties": {"repobilityId": "dc012f4fffd695c1", "scanner": "scanner-primary", "fingerprint": "4c98c796103d4c54", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:107"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a460b8e519a79536", "level": "note", "message": {"text": "Possibly dead Python function: fit_bl6_quantreg"}, "properties": {"repobilityId": "054e01aced0af7fd", "scanner": "scanner-primary", "fingerprint": "a460b8e519a79536", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:148"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1d7b09e03916d375", "level": "note", "message": {"text": "Possibly dead Python function: fit_bl7_multiquantile"}, "properties": {"repobilityId": "dd8dc798c8102418", "scanner": "scanner-primary", "fingerprint": "1d7b09e03916d375", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:192"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cf94ddba2c4da90a", "level": "note", "message": {"text": "Possibly dead Python function: fit_a4_no_domain"}, "properties": {"repobilityId": "7bb320a382e3c888", "scanner": "scanner-primary", "fingerprint": "cf94ddba2c4da90a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day2_golden_eval.py:248"}, 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"message": {"text": "Possibly dead Python function: date_to_day"}, "properties": {"repobilityId": "4dbeb9024a1dda09", "scanner": "scanner-primary", "fingerprint": "2c5e986ccb80c417", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day10_anonymize.py:153"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0a0c484e0152bc5e", "level": "note", "message": {"text": "Possibly dead Python function: date_to_month_index"}, "properties": {"repobilityId": "6272e867d09ec6a0", "scanner": "scanner-primary", "fingerprint": "0a0c484e0152bc5e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day10_anonymize.py:155"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-11deb1e40bf1b0b3", "level": "note", "message": {"text": "Possibly dead Python function: time_split_main"}, "properties": {"repobilityId": "013ef9b970382920", "scanner": "scanner-primary", "fingerprint": "11deb1e40bf1b0b3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/day10_anonymize.py:194"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3cc9147316291c62", "level": "note", "message": {"text": "Possibly dead Python function: run_a1_log1p_proposed"}, "properties": {"repobilityId": "4a3c698d8d609293", "scanner": "scanner-primary", "fingerprint": "3cc9147316291c62", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/run_ablation.py:105"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f70e37cf2e085ac0", "level": "note", "message": {"text": "Possibly dead Python function: run_a2_locally_adaptive"}, "properties": {"repobilityId": "7a836649d176c545", "scanner": "scanner-primary", "fingerprint": "f70e37cf2e085ac0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/run_ablation.py:162"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6bc2787159560b9f", "level": "note", "message": {"text": "Possibly dead Python function: run_a3_conservative_coverage"}, "properties": {"repobilityId": "d3450282686f4dee", "scanner": "scanner-primary", "fingerprint": "6bc2787159560b9f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/run_ablation.py:230"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d601168d3d9e7e00", "level": "note", "message": {"text": "Possibly dead Python function: run_a4_no_domain"}, "properties": {"repobilityId": "59ae31d628b5874b", "scanner": "scanner-primary", "fingerprint": "d601168d3d9e7e00", "layer": "software", "severity": "low", "confidence": 1.0, "tags": 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"fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "804cc60174192c6a", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "f570c194784f9f9c", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "a41d71ef989216ae", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-23eb4b9dc73b2835", "level": "note", "message": {"text": "Legacy-named symbol `_shortage_v2` in src/day7_golden_aggregate.py:23"}, "properties": {"repobilityId": "c593aafabb4efdc1", "scanner": "scanner-primary", "fingerprint": "23eb4b9dc73b2835", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-7295875d4dfd2f49", "level": "note", "message": {"text": "Legacy-named symbol `shortage_v2` in src/evaluator.py:35"}, "properties": {"repobilityId": "8e9b31d839a7797e", "scanner": "scanner-primary", "fingerprint": "7295875d4dfd2f49", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-f83af188e43eac6b", "level": "note", "message": {"text": "Legacy-named symbol `shortage_v2` in src/day6_figures.py:265"}, "properties": {"repobilityId": "89f30c37f26cfb0c", "scanner": "scanner-primary", "fingerprint": "f83af188e43eac6b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-7f482024e896e39f", "level": "note", "message": {"text": "Legacy-named symbol `_shortage_v2` in src/day2_golden_eval.py:34"}, "properties": {"repobilityId": "6292eceabfd23eeb", "scanner": "scanner-primary", "fingerprint": "7f482024e896e39f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-5b5718ea7c60d862", "level": "none", "message": {"text": "Commented-code block (7 lines) in src/day10_anonymize.py:49"}, "properties": {"repobilityId": "3013d292601b5a5c", "scanner": "scanner-primary", "fingerprint": "5b5718ea7c60d862", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-ddf7a3e7cc7063ef", "level": "note", "message": {"text": "Legacy-named symbol `shortage_v2` in src/day2_robustness.py:3"}, "properties": {"repobilityId": "9bee79312d639c74", "scanner": "scanner-primary", "fingerprint": "ddf7a3e7cc7063ef", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-3a0e7f2f4b60c0d8", "level": "note", "message": {"text": "Legacy-named symbol `10_Highlights_v1` in src/day5_build_paper.py:21"}, "properties": {"repobilityId": "d48cfe96b49f4097", "scanner": "scanner-primary", "fingerprint": "3a0e7f2f4b60c0d8", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-4340abb79dabd63e", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 src/day5_build_paper.py:103"}, "properties": {"repobilityId": "3b41cc6e89295330", "scanner": "scanner-primary", "fingerprint": "4340abb79dabd63e", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-fc6fc8a4a9f4662c", "level": "note", "message": {"text": "Legacy-named symbol `shortage_v2` in src/recompute_v2.py:50"}, "properties": {"repobilityId": "86d04549430cd13c", "scanner": "scanner-primary", "fingerprint": "fc6fc8a4a9f4662c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-282cdc7cae08d450", "level": "note", "message": {"text": "Legacy-named symbol `shortage_v2` in src/day3_a12_expanding_cv.py:13"}, "properties": {"repobilityId": "0e9d7ca3423d709b", "scanner": "scanner-primary", "fingerprint": "282cdc7cae08d450", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": 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"be46ea126aa5d8dc", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "ec231e02159b90ac", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-33a6b62e30ce7ab4", "level": "note", "message": {"text": "Near-duplicate function bodies in 6 places"}, "properties": {"repobilityId": "448a77f69bf214a0", "scanner": "scanner-primary", "fingerprint": "33a6b62e30ce7ab4", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-be46ea126aa5d8dc", "level": "note", "message": {"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "2afd8c420a3764eb", "scanner": 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"27bcfa795991ddb3", "scanner": "scanner-primary", "fingerprint": "02525d39071dd2c7", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-be46ea126aa5d8dc", "level": "note", "message": {"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "e14bc1a8d2bfc5ad", "scanner": "scanner-primary", "fingerprint": "be46ea126aa5d8dc", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "3d44ba86e8823ed8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}