Active ownership human gate audit
Active ownership human gate audit is one of 87 measurements this engine publishes in full. It is regenerated from a real run rather than transcribed, and it is shown here with its own claim boundary so the number and its limits arrive together.
The measurement
- Schema
- canli.alphac-active-ownership-human-gate-audit.v1
- Generated at
- 2026-08-26T03:25:48.497500+00:00
- Author
- Arhan Canli
- Stage
- PROSPECTIVE_PRE_LABEL_PRE_RETURN_GATE_AUDIT
- Public path
- /glassbox/active_ownership_human_gate_audit.json
- Content hash
- sha256:668e65f17c9e83bb5118db75f3489b4ecfbf5c1bd351f41c07f529673bc88f90
Governance
- Labels opened
- no
- Return data opened
- no
- Return hypotheses spent
- 0
- Existing point thresholds changed
- no
- Audit may rescue known outcome
- no
Frozen design
- Rows
- 48
- Machine predicted positive
- 8
- Machine predicted negative
- 40
- Item4 extracted
- 45
- Item4 unresolved
- 3
- Ownership sole candidate
- 14
- Ownership unresolved by frozen machine rule
- 34
Years
- First
- 2010
- Last
- 2025
- Count
- 16
Rows per year
- 2010
- 3
- 2011
- 3
- 2012
- 3
- 2013
- 3
- 2014
- 3
- 2015
- 3
- 2016
- 3
- 2017
- 3
- 2018
- 3
- 2019
- 3
- 2020
- 3
- 2021
- 3
- 2022
- 3
- 2023
- 3
- 2024
- 3
- 2025
- 3
Point gate reachability
- Operationally reachable
- yes
- Not guaranteed to pass
- yes
Precision
- Threshold
- 0.950000
- Minimum true positives
- 8
- Maximum false positives
- 0
Interpretation. With 8 frozen predicted positives, the point gate passes only at 8/8; one false positive fails.
Recall
- Threshold
- 0.800000
- Human positive denominator known pre label
- no
- Maximum human positives that can still pass
- 10
Interpretation. The denominator is determined only by the independent labels. With eight frozen predicted positives, eleven or more human-positive rows necessarily make the 80% point-recall gate fail.
Ownership exact
- Threshold
- 0.900000
- Minimum exact rows
- 44
- Maximum mismatches
- 4
- Interpretation
- At least 44/48 exact outcomes are required; 4 mismatches are permitted.
Statistical establishment audit
- Confidence level one sided
- 0.950000
- Method
- exact Clopper-Pearson binomial lower bound
Best case precision
- Successes
- 8
- Trials
- 8
- Point estimate
- 1
- Lower bound
- 0.687656
- Establishes threshold
- no
Best case whole packet accuracy
- Successes
- 48
- Trials
- 48
- Point estimate
- 1
- Lower bound
- 0.939497
- Establishes 0 95
- no
Minimum all success denominators
- Precision predicted positives
- 59
- Recall human positives
- 14
- Ownership rows
- 29
Conclusion. The 48-row packet can support a frozen feasibility point result but cannot, by itself, statistically establish 95% precision at one-sided 95% confidence. Passing point estimates must not be described as confidence-bound validation.
Decision. KEEP_FROZEN_48_ROW_POINT_GATE_FOR_RETURN_FEASIBILITY_AND_REQUIRE_DISJOINT_CONFIRMATORY_ACCURACY_BEFORE_SLEEVE_ADMISSION
Required interpretation
If point gate passes. May proceed only to the already-governed return preregistration stage. Report raw confusion counts, point metrics, and exact confidence bounds.
Before sleeve admission. Freeze a disjoint independent confirmatory corpus sized by the relevant positive denominators and require one-sided 95% exact lower bounds to meet the declared precision, recall, and ownership thresholds.
If point gate fails. The frozen classifier is data-gated. Do not tune it on these labels or open returns for this identity.
Source bindings
Generator
- Path
- scripts/audit_active_ownership_human_gate.py
- Sha256
- 4599222242309956d625f4e934bc968c42e092367dedeae1915c350bd605f0cb
Protocol
- Path
- docs/design/FEASIBILITY_ACTIVE_OWNERSHIP_13D_ITEM4_V3.md
- Sha256
- 017eac943055deaff83261e6b67e853d78e687d4790a6d78c4a05ecbdef0d988
Gate audit protocol
- Path
- docs/design/ACTIVE_OWNERSHIP_HUMAN_GATE_AUDIT.md
- Sha256
- bb75b1ab2f47dbeb2a3f317537665399a06217a9dafd43ebb6d6f600d2cfa32e
Frozen labels
- Path
- artifacts/feasibility/active_ownership_13d_item4_v3/frozen_human_labels.csv
- Sha256
- fefb4bdb5a1ad05e691e6a76b5dd98b08066dab88ede3054893342b93a46a137
Document audit
- Path
- artifacts/feasibility/active_ownership_13d_item4_v3/document_audit.parquet
- Sha256
- f8b2843b194d2b5d9825963af40bdc1e5e732a9e247e957ca828a3c961fc174c
Feasibility result
- Path
- artifacts/feasibility/active_ownership_13d_item4_v3/result.json
- Sha256
- 6443ae40f358330bf9ca4512d09aebc834b962385de703483a2c2f2e795901c5
Blind packet manifest
- Path
- artifacts/labeling/active_ownership_13d_item4_v3_blind/manifest.json
- Sha256
- 6e3e4480f7c248d6d7d42e3ab03a05e6fb20450e46313514f4e976b152bc3057
Check it yourself
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