{
  "target": "R7",
  "section": 3,
  "version": 1,
  "status": "authored design; implementation not authorized",
  "checklist-obligation": "- [ ] **R7 channel precision.** **PARTIAL:** current input/update/consumer chain and relevant gain applicability; do not confuse channel precision with policy precision. Built evidence: Running mechanism and pinned equation witness",
  "nodes": [
    {
      "id": "R7-1",
      "pattern": "aif/term-to-channel-traceability",
      "source": "/home/joe/code/futon3/library/aif/term-to-channel-traceability.flexiarg",
      "source-sha256": "52abfe0cfb13aaa0f3236a15ba3b1657c8ad547fa35ffa62131ff5c187f47e2b",
      "reading-url": "#source-aif--term-to-channel-traceability",
      "title": "Declare precision provenance",
      "application": "Name channel, observed quantity, uncertainty convention and admitted precision update. Produce channel-to-term bindings with units and model revision. Distinguish nonnegative precision from a silently stronger positivity assumption.",
      "status": "authored application, not executed or independently accepted"
    },
    {
      "id": "R7-2",
      "pattern": "aif/term-to-channel-traceability",
      "source": "/home/joe/code/futon3/library/aif/term-to-channel-traceability.flexiarg",
      "source-sha256": "52abfe0cfb13aaa0f3236a15ba3b1657c8ad547fa35ffa62131ff5c187f47e2b",
      "reading-url": "#source-aif--term-to-channel-traceability",
      "title": "Retain the update inputs",
      "application": "Bind independent observations and residual history at the right cutoff. Produce before/after precision under the declared law; absence of data is not infinite confidence.",
      "status": "authored application, not executed or independently accepted"
    },
    {
      "id": "R7-3",
      "pattern": "wm-connected-learning/modulation-needs-an-applicable-consumer",
      "source": "/home/joe/code/p4ng/wm-walkthroughs/collections/connected-learning/modulation-needs-an-applicable-consumer.flexiarg",
      "source-sha256": "5c4a233dae1b234e4035b19948440b1327ea5e44c3904a5665174b99dc29750e",
      "reading-url": "/2026-09-15-wm-patterns-connected-learning.html#modulation-needs-an-applicable-consumer",
      "title": "Resolve consumer applicability",
      "application": "Identify the exact score/update mode and how it uses channel precision. Retain clipping, floors and saturation as effective behavior. Policy commitment is a separate R14 quantity.",
      "status": "authored application, not executed or independently accepted"
    },
    {
      "id": "R7-4",
      "pattern": "wm-connected-learning/modulation-needs-an-applicable-consumer",
      "source": "/home/joe/code/p4ng/wm-walkthroughs/collections/connected-learning/modulation-needs-an-applicable-consumer.flexiarg",
      "source-sha256": "5c4a233dae1b234e4035b19948440b1327ea5e44c3904a5665174b99dc29750e",
      "reading-url": "/2026-09-15-wm-patterns-connected-learning.html#modulation-needs-an-applicable-consumer",
      "title": "Demonstrate effective use",
      "application": "Trace the computed value into its actual consumer with an applicable sensitivity control. Record legitimate saturation or inapplicability without calling it successful modulation.",
      "status": "authored application, not executed or independently accepted"
    }
  ],
  "relations": [
    {
      "from": "R7-1",
      "to": "R7-2",
      "kind": "requires-result",
      "because": "Channel meaning fixes eligible precision evidence."
    },
    {
      "from": "R7-2",
      "to": "R7-3",
      "kind": "requires-result",
      "because": "Updated precision needs a consumer whose law actually includes it."
    },
    {
      "from": "R7-3",
      "to": "R7-4",
      "kind": "requires-result",
      "because": "The effective consumer establishes influence or an explicit limit."
    },
    {
      "from": "R7-4",
      "to": "R7-1",
      "kind": "revision-feedback",
      "because": "A failed distinguishing control or consumer mismatch reopens the original scope/meaning; retain the failed claim rather than weakening it. Relevant controls: Test wrong channel, stale cutoff, negative precision, saturation and a consumer that ignores the value. Keep policy-temperature substitution a rejecting control."
    }
  ],
  "dependencies": [
    "R2",
    "R3a",
    "R5",
    "R14",
    "R20"
  ],
  "worked-situation": "A precision value changes in the trace but the active scoring mode excludes it. This demonstrates a computation, not the required influence. An applicable mode must show the consumer taking that input.",
  "distinguishing-controls": "Test wrong channel, stale cutoff, negative precision, saturation and a consumer that ignores the value. Keep policy-temperature substitution a rejecting control.",
  "open-decisions-and-limits": "No new precision law, floor or gain is chosen here; bind the accepted one and retain unresolved applicability.",
  "sources": [
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      "file": "/home/joe/code/p4ng/CHECKLIST-fundamentals.md",
      "sha256": "751ccfb00e4865c63734ac5147b9e6df66b48ee9697a7e20869d97a11467b81b",
      "scope": "dated source; statements retain their own authority and limits"
    },
    {
      "file": "/home/joe/code/futon2/holes/DESIGN-REQUIREMENTS-apex-2026-09-09.md",
      "sha256": "79228ad2299e639b427592f2eb24d4a80fadb9891271ca4bfe1211bf0a27f21c",
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    },
    {
      "file": "/home/joe/code/futon2/holes/labs/wm-contract/RULINGS-walkthrough-2026-09-07.md",
      "sha256": "e8034618d4677ccb3a2d14f4bae8f470d5499968fabebe2ee6446c516f4ea6b3",
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      "file": "/home/joe/code/futon2/holes/labs/wm-contract/RULINGS-walkthrough-2026-09-12.md",
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    {
      "file": "/home/joe/code/futon2/holes/labs/wm-contract/SPEC-cascade-policy-semantics-2026-09-15.md",
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    {
      "file": "/home/joe/code/futon2/holes/labs/wm-contract/COMPLETION-LIST-plop2026-2026-09-12.md",
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    {
      "file": "/home/joe/code/futon2/holes/labs/wm-contract/TN-row20-census-2026-09-12.md",
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    {
      "file": "/home/joe/code/futon3c/holes/excursions/apex-thesis.json",
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}