Local engine onlineDEMO ENVIRONMENT
OP
ANALYSIS AND REVIEWS

Decision log

Analysis results, rule changes, and operator reviews for this workspace.

Export evidence

Workspace activity

Latest 2 events

Analysis completed

Quality gate → drift attribution → diagnosis. Evidence and active rules preserved.

Saved evidence · 8fc18ba4f430ce0a
{
  "scenario": "process",
  "cursor": 400,
  "analysis": {
    "verdict": "process",
    "title": "Coordinated process change",
    "summary": "5 channels passed the quality checks and show a mean shift above 3σ. Compare process settings with independent measurements.",
    "confidence": "Medium",
    "checks": [
      {
        "id": "Sequence:All signals",
        "category": "Sequence",
        "signal": "All signals",
        "status": "pass",
        "detail": "Sample indices are consecutive within this replay.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Timeliness:All signals",
        "category": "Timeliness",
        "signal": "All signals",
        "status": "unknown",
        "detail": "No timestamps or sampling interval supplied; wall-clock freshness cannot be verified.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Units:All signals",
        "category": "Units",
        "signal": "All signals",
        "status": "unknown",
        "detail": "No unit metadata supplied. Statistical ranges are not physical operating limits.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_1",
        "category": "Completeness",
        "signal": "xmeas_1",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_1",
        "category": "Cadence",
        "signal": "xmeas_1",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_1",
        "category": "Distribution",
        "signal": "xmeas_1",
        "status": "warn",
        "detail": "40 readings exceed 12 reference standard deviations. Could be a process change; not automatically quarantined.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_2",
        "category": "Completeness",
        "signal": "xmeas_2",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_2",
        "category": "Cadence",
        "signal": "xmeas_2",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_2",
        "category": "Distribution",
        "signal": "xmeas_2",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_3",
        "category": "Completeness",
        "signal": "xmeas_3",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_3",
        "category": "Cadence",
        "signal": "xmeas_3",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_3",
        "category": "Distribution",
        "signal": "xmeas_3",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_4",
        "category": "Completeness",
        "signal": "xmeas_4",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_4",
        "category": "Cadence",
        "signal": "xmeas_4",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_4",
        "category": "Distribution",
        "signal": "xmeas_4",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_5",
        "category": "Completeness",
        "signal": "xmeas_5",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_5",
        "category": "Cadence",
        "signal": "xmeas_5",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_5",
        "category": "Distribution",
        "signal": "xmeas_5",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_6",
        "category": "Completeness",
        "signal": "xmeas_6",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_6",
        "category": "Cadence",
        "signal": "xmeas_6",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_6",
        "category": "Distribution",
        "signal": "xmeas_6",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_7",
        "category": "Completeness",
        "signal": "xmeas_7",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_7",
        "category": "Cadence",
        "signal": "xmeas_7",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_7",
        "category": "Distribution",
        "signal": "xmeas_7",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_8",
        "category": "Completeness",
        "signal": "xmeas_8",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_8",
        "category": "Cadence",
        "signal": "xmeas_8",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_8",
        "category": "Distribution",
        "signal": "xmeas_8",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_9",
        "category": "Completeness",
        "signal": "xmeas_9",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_9",
        "category": "Cadence",
        "signal": "xmeas_9",
        "status": "pass",
        "detail": "3 identical consecutive readings; reference longest hold 5; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_9",
        "category": "Distribution",
        "signal": "xmeas_9",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_10",
        "category": "Completeness",
        "signal": "xmeas_10",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_10",
        "category": "Cadence",
        "signal": "xmeas_10",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_10",
        "category": "Distribution",
        "signal": "xmeas_10",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_11",
        "category": "Completeness",
        "signal": "xmeas_11",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_11",
        "category": "Cadence",
        "signal": "xmeas_11",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_11",
        "category": "Distribution",
        "signal": "xmeas_11",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_12",
        "category": "Completeness",
        "signal": "xmeas_12",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_12",
        "category": "Cadence",
        "signal": "xmeas_12",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_12",
        "category": "Distribution",
        "signal": "xmeas_12",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_13",
        "category": "Completeness",
        "signal": "xmeas_13",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_13",
        "category": "Cadence",
        "signal": "xmeas_13",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_13",
        "category": "Distribution",
        "signal": "xmeas_13",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_14",
        "category": "Completeness",
        "signal": "xmeas_14",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_14",
        "category": "Cadence",
        "signal": "xmeas_14",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_14",
        "category": "Distribution",
        "signal": "xmeas_14",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_15",
        "category": "Completeness",
        "signal": "xmeas_15",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_15",
        "category": "Cadence",
        "signal": "xmeas_15",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_15",
        "category": "Distribution",
        "signal": "xmeas_15",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_16",
        "category": "Completeness",
        "signal": "xmeas_16",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_16",
        "category": "Cadence",
        "signal": "xmeas_16",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_16",
        "category": "Distribution",
        "signal": "xmeas_16",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_17",
        "category": "Completeness",
        "signal": "xmeas_17",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_17",
        "category": "Cadence",
        "signal": "xmeas_17",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_17",
        "category": "Distribution",
        "signal": "xmeas_17",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_18",
        "category": "Completeness",
        "signal": "xmeas_18",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_18",
        "category": "Cadence",
        "signal": "xmeas_18",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_18",
        "category": "Distribution",
        "signal": "xmeas_18",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_19",
        "category": "Completeness",
        "signal": "xmeas_19",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_19",
        "category": "Cadence",
        "signal": "xmeas_19",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_19",
        "category": "Distribution",
        "signal": "xmeas_19",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_20",
        "category": "Completeness",
        "signal": "xmeas_20",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_20",
        "category": "Cadence",
        "signal": "xmeas_20",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_20",
        "category": "Distribution",
        "signal": "xmeas_20",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_21",
        "category": "Completeness",
        "signal": "xmeas_21",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_21",
        "category": "Cadence",
        "signal": "xmeas_21",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_21",
        "category": "Distribution",
        "signal": "xmeas_21",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_22",
        "category": "Completeness",
        "signal": "xmeas_22",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_22",
        "category": "Cadence",
        "signal": "xmeas_22",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_22",
        "category": "Distribution",
        "signal": "xmeas_22",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_23",
        "category": "Completeness",
        "signal": "xmeas_23",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_23",
        "category": "Cadence",
        "signal": "xmeas_23",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_23",
        "category": "Distribution",
        "signal": "xmeas_23",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_24",
        "category": "Completeness",
        "signal": "xmeas_24",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_24",
        "category": "Cadence",
        "signal": "xmeas_24",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_24",
        "category": "Distribution",
        "signal": "xmeas_24",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_25",
        "category": "Completeness",
        "signal": "xmeas_25",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_25",
        "category": "Cadence",
        "signal": "xmeas_25",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_25",
        "category": "Distribution",
        "signal": "xmeas_25",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_26",
        "category": "Completeness",
        "signal": "xmeas_26",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_26",
        "category": "Cadence",
        "signal": "xmeas_26",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_26",
        "category": "Distribution",
        "signal": "xmeas_26",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_27",
        "category": "Completeness",
        "signal": "xmeas_27",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_27",
        "category": "Cadence",
        "signal": "xmeas_27",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_27",
        "category": "Distribution",
        "signal": "xmeas_27",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_28",
        "category": "Completeness",
        "signal": "xmeas_28",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_28",
        "category": "Cadence",
        "signal": "xmeas_28",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_28",
        "category": "Distribution",
        "signal": "xmeas_28",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_29",
        "category": "Completeness",
        "signal": "xmeas_29",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_29",
        "category": "Cadence",
        "signal": "xmeas_29",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_29",
        "category": "Distribution",
        "signal": "xmeas_29",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_30",
        "category": "Completeness",
        "signal": "xmeas_30",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_30",
        "category": "Cadence",
        "signal": "xmeas_30",
        "status": "pass",
        "detail": "4 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_30",
        "category": "Distribution",
        "signal": "xmeas_30",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_31",
        "category": "Completeness",
        "signal": "xmeas_31",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_31",
        "category": "Cadence",
        "signal": "xmeas_31",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_31",
        "category": "Distribution",
        "signal": "xmeas_31",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_32",
        "category": "Completeness",
        "signal": "xmeas_32",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_32",
        "category": "Cadence",
        "signal": "xmeas_32",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_32",
        "category": "Distribution",
        "signal": "xmeas_32",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_33",
        "category": "Completeness",
        "signal": "xmeas_33",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_33",
        "category": "Cadence",
        "signal": "xmeas_33",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_33",
        "category": "Distribution",
        "signal": "xmeas_33",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_34",
        "category": "Completeness",
        "signal": "xmeas_34",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_34",
        "category": "Cadence",
        "signal": "xmeas_34",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 4; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_34",
        "category": "Distribution",
        "signal": "xmeas_34",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_35",
        "category": "Completeness",
        "signal": "xmeas_35",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_35",
        "category": "Cadence",
        "signal": "xmeas_35",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_35",
        "category": "Distribution",
        "signal": "xmeas_35",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_36",
        "category": "Completeness",
        "signal": "xmeas_36",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_36",
        "category": "Cadence",
        "signal": "xmeas_36",
        "status": "pass",
        "detail": "2 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_36",
        "category": "Distribution",
        "signal": "xmeas_36",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_37",
        "category": "Completeness",
        "signal": "xmeas_37",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_37",
        "category": "Cadence",
        "signal": "xmeas_37",
        "status": "pass",
        "detail": "5 identical consecutive readings; reference longest hold 5; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_37",
        "category": "Distribution",
        "signal": "xmeas_37",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_38",
        "category": "Completeness",
        "signal": "xmeas_38",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_38",
        "category": "Cadence",
        "signal": "xmeas_38",
        "status": "pass",
        "detail": "5 identical consecutive readings; reference longest hold 5; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_38",
        "category": "Distribution",
        "signal": "xmeas_38",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_39",
        "category": "Completeness",
        "signal": "xmeas_39",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_39",
        "category": "Cadence",
        "signal": "xmeas_39",
        "status": "pass",
        "detail": "5 identical consecutive readings; reference longest hold 5; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_39",
        "category": "Distribution",
        "signal": "xmeas_39",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_40",
        "category": "Completeness",
        "signal": "xmeas_40",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_40",
        "category": "Cadence",
        "signal": "xmeas_40",
        "status": "pass",
        "detail": "5 identical consecutive readings; reference longest hold 10; fail above 40.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_40",
        "category": "Distribution",
        "signal": "xmeas_40",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmeas_41",
        "category": "Completeness",
        "signal": "xmeas_41",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmeas_41",
        "category": "Cadence",
        "signal": "xmeas_41",
        "status": "pass",
        "detail": "5 identical consecutive readings; reference longest hold 10; fail above 40.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmeas_41",
        "category": "Distribution",
        "signal": "xmeas_41",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_1",
        "category": "Completeness",
        "signal": "xmv_1",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_1",
        "category": "Cadence",
        "signal": "xmv_1",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_1",
        "category": "Distribution",
        "signal": "xmv_1",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_2",
        "category": "Completeness",
        "signal": "xmv_2",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_2",
        "category": "Cadence",
        "signal": "xmv_2",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_2",
        "category": "Distribution",
        "signal": "xmv_2",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_3",
        "category": "Completeness",
        "signal": "xmv_3",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_3",
        "category": "Cadence",
        "signal": "xmv_3",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_3",
        "category": "Distribution",
        "signal": "xmv_3",
        "status": "warn",
        "detail": "40 readings exceed 12 reference standard deviations. Could be a process change; not automatically quarantined.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_4",
        "category": "Completeness",
        "signal": "xmv_4",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_4",
        "category": "Cadence",
        "signal": "xmv_4",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_4",
        "category": "Distribution",
        "signal": "xmv_4",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_5",
        "category": "Completeness",
        "signal": "xmv_5",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_5",
        "category": "Cadence",
        "signal": "xmv_5",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_5",
        "category": "Distribution",
        "signal": "xmv_5",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_6",
        "category": "Completeness",
        "signal": "xmv_6",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_6",
        "category": "Cadence",
        "signal": "xmv_6",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_6",
        "category": "Distribution",
        "signal": "xmv_6",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_7",
        "category": "Completeness",
        "signal": "xmv_7",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_7",
        "category": "Cadence",
        "signal": "xmv_7",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_7",
        "category": "Distribution",
        "signal": "xmv_7",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_8",
        "category": "Completeness",
        "signal": "xmv_8",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_8",
        "category": "Cadence",
        "signal": "xmv_8",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 1; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_8",
        "category": "Distribution",
        "signal": "xmv_8",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_9",
        "category": "Completeness",
        "signal": "xmv_9",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_9",
        "category": "Cadence",
        "signal": "xmv_9",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_9",
        "category": "Distribution",
        "signal": "xmv_9",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_10",
        "category": "Completeness",
        "signal": "xmv_10",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_10",
        "category": "Cadence",
        "signal": "xmv_10",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_10",
        "category": "Distribution",
        "signal": "xmv_10",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Completeness:xmv_11",
        "category": "Completeness",
        "signal": "xmv_11",
        "status": "pass",
        "detail": "40/40 finite readings in this window.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Cadence:xmv_11",
        "category": "Cadence",
        "signal": "xmv_11",
        "status": "pass",
        "detail": "1 identical consecutive readings; reference longest hold 2; fail above 20.",
        "blocks": false,
        "source": "Built-in check"
      },
      {
        "id": "Distribution:xmv_11",
        "category": "Distribution",
        "signal": "xmv_11",
        "status": "pass",
        "detail": "No readings exceed 12 reference standard deviations.",
        "blocks": false,
        "source": "Built-in check"
      }
    ],
    "contributions": [
      {
        "signal": "xmv_3",
        "shift": 16.211149864340957,
        "direction": "above",
        "current": 74.588875,
        "reference": 24.67604079999999,
        "trusted": true,
        "abrupt": 0.8991789209883767,
        "trend": 3.5719505068809667
      },
      {
        "signal": "xmeas_1",
        "shift": 16.16866603732773,
        "direction": "above",
        "current": 0.7580359999999999,
        "reference": 0.2507910760000005,
        "trusted": true,
        "abrupt": 0.8804400904828763,
        "trend": 3.5624972017065737
      },
      {
        "signal": "xmeas_4",
        "shift": 7.976459862605567,
        "direction": "below",
        "current": 8.64866,
        "reference": 9.347909640000013,
        "trusted": true,
        "abrupt": 4.431771291396294,
        "trend": 0.9942489804137671
      },
      {
        "signal": "xmv_4",
        "shift": 3.78482280739294,
        "direction": "below",
        "current": 56.596500000000006,
        "reference": 61.28189400000012,
        "trusted": true,
        "abrupt": 1.9563909368613848,
        "trend": 0.3702109774819734
      },
      {
        "signal": "xmeas_18",
        "shift": 3.145219886181009,
        "direction": "above",
        "current": 67.37012499999999,
        "reference": 65.79419279999999,
        "trusted": true,
        "abrupt": 6.002219858630439,
        "trend": 2.1282040087949725
      },
      {
        "signal": "xmeas_10",
        "shift": 2.478060613516321,
        "direction": "below",
        "current": 0.3046112500000001,
        "reference": 0.33678580400000085,
        "trusted": true,
        "abrupt": 3.099062816421957,
        "trend": 0.35486627963129347
      },
      {
        "signal": "xmv_6",
        "shift": 2.1832918825640246,
        "direction": "below",
        "current": 36.63965,
        "reference": 40.0363016,
        "trusted": true,
        "abrupt": 2.532833364084023,
        "trend": 0.8498163891574515
      },
      {
        "signal": "xmeas_20",
        "shift": 1.9884631270878987,
        "direction": "below",
        "current": 337.90225000000004,
        "reference": 341.4337760000004,
        "trusted": true,
        "abrupt": 4.417069594339937,
        "trend": 4.467041222052509
      },
      {
        "signal": "xmv_9",
        "shift": 1.8917296219359503,
        "direction": "above",
        "current": 54.014324999999985,
        "reference": 47.956819999999965,
        "trusted": true,
        "abrupt": 7.799517500219373,
        "trend": 2.567831513120861
      },
      {
        "signal": "xmeas_31",
        "shift": 1.7335615045344885,
        "direction": "above",
        "current": 24.66845,
        "reference": 23.974235200000003,
        "trusted": true,
        "abrupt": 4.199963893706353,
        "trend": 3.1206937855787076
      },
      {
        "signal": "xmeas_8",
        "shift": 1.637121437868732,
        "direction": "above",
        "current": 75.882175,
        "reference": 74.99949080000015,
        "trusted": true,
        "abrupt": 3.848519078032858,
        "trend": 1.38815619467646
      },
      {
        "signal": "xmeas_29",
        "shift": 1.5324705474110205,
        "direction": "below",
        "current": 32.432050000000004,
        "reference": 32.95185520000011,
        "trusted": true,
        "abrupt": 4.452905655443835,
        "trend": 2.572862000467318
      },
      {
        "signal": "xmeas_19",
        "shift": 1.5284243053530255,
        "direction": "above",
        "current": 250.67225,
        "reference": 232.071608,
        "trusted": true,
        "abrupt": 6.607433707063367,
        "trend": 2.6360711596878086
      },
      {
        "signal": "xmeas_21",
        "shift": 1.4214844024908493,
        "direction": "above",
        "current": 94.79305,
        "reference": 94.60080800000014,
        "trusted": true,
        "abrupt": 3.4634642488487053,
        "trend": 1.9705662303977063
      },
      {
        "signal": "xmeas_23",
        "shift": 1.370458839593101,
        "direction": "below",
        "current": 31.78220000000001,
        "reference": 32.18755119999996,
        "trusted": true,
        "abrupt": 3.709204247866416,
        "trend": 1.5254698356005738
      },
      {
        "signal": "xmeas_30",
        "shift": 1.2326874675509176,
        "direction": "below",
        "current": 13.685800000000004,
        "reference": 13.82199520000002,
        "trusted": true,
        "abrupt": 1.3232397893311767,
        "trend": 2.251860872678619
      },
      {
        "signal": "xmeas_34",
        "shift": 1.1843680260346117,
        "direction": "above",
        "current": 2.2967549999999983,
        "reference": 2.264803280000005,
        "trusted": true,
        "abrupt": 1.3132989135613697,
        "trend": 1.904895037197768
      },
      {
        "signal": "xmv_5",
        "shift": 1.047524140835305,
        "direction": "below",
        "current": 21.638900000000007,
        "reference": 22.227242399999987,
        "trusted": true,
        "abrupt": 2.4077253239807668,
        "trend": 4.5579951411601
      },
      {
        "signal": "xmeas_38",
        "shift": 0.992257134026002,
        "direction": "below",
        "current": 0.8163962500000002,
        "reference": 0.8364654800000028,
        "trusted": true,
        "abrupt": 1.3576694721397256,
        "trend": 5.4298126585602144
      },
      {
        "signal": "xmv_10",
        "shift": 0.9466105728192279,
        "direction": "below",
        "current": 40.59230000000001,
        "reference": 41.10509200000006,
        "trusted": true,
        "abrupt": 2.1762875972339195,
        "trend": 1.167959931946407
      },
      {
        "signal": "xmeas_6",
        "shift": 0.8681671824007092,
        "direction": "below",
        "current": 42.14752500000001,
        "reference": 42.33949639999993,
        "trusted": true,
        "abrupt": 1.2380009010835908,
        "trend": 0.15850933911590864
      },
      {
        "signal": "xmeas_28",
        "shift": 0.7790442739243137,
        "direction": "above",
        "current": 1.6766849999999995,
        "reference": 1.657410159999995,
        "trusted": true,
        "abrupt": 0.8077472920332641,
        "trend": 0.7190304891303971
      },
      {
        "signal": "xmeas_25",
        "shift": 0.7631330317904685,
        "direction": "above",
        "current": 26.61824999999999,
        "reference": 26.38263920000003,
        "trusted": true,
        "abrupt": 2.5739983921109495,
        "trend": 2.101758596502892
      },
      {
        "signal": "xmeas_22",
        "shift": 0.7425018987230672,
        "direction": "below",
        "current": 77.09022500000002,
        "reference": 77.29209320000012,
        "trusted": true,
        "abrupt": 2.2693277542695225,
        "trend": 0.18703402294203297
      },
      {
        "signal": "xmeas_39",
        "shift": 0.5921899544035675,
        "direction": "above",
        "current": 0.104805,
        "reference": 0.09890064600000036,
        "trusted": true,
        "abrupt": 1.2937832516189378,
        "trend": 1.6831368376327203
      },
      {
        "signal": "xmeas_24",
        "shift": 0.5638310313250589,
        "direction": "below",
        "current": 8.835690000000003,
        "reference": 8.892467120000006,
        "trusted": true,
        "abrupt": 0.5200160197511617,
        "trend": 1.8619880397850703
      },
      {
        "signal": "xmeas_40",
        "shift": 0.46998023936773903,
        "direction": "above",
        "current": 53.941625,
        "reference": 53.70227799999997,
        "trusted": true,
        "abrupt": 0.2263041633574816,
        "trend": 1.1904286250366902
      },
      {
        "signal": "xmeas_15",
        "shift": 0.4073897081988963,
        "direction": "below",
        "current": 49.603275,
        "reference": 50.01699759999998,
        "trusted": true,
        "abrupt": 0.20326523258568788,
        "trend": 0.0952690384045847
      },
      {
        "signal": "xmv_8",
        "shift": 0.4073685965384915,
        "direction": "below",
        "current": 45.615899999999996,
        "reference": 46.57331520000015,
        "trusted": true,
        "abrupt": 0.2032874882403648,
        "trend": 0.09518164642220643
      },
      {
        "signal": "xmeas_36",
        "shift": 0.4047608854097038,
        "direction": "below",
        "current": 2.2775299999999996,
        "reference": 2.2992476800000023,
        "trusted": true,
        "abrupt": 1.3975247352591333,
        "trend": 1.3020081083577355
      },
      {
        "signal": "xmeas_26",
        "shift": 0.3894092505066274,
        "direction": "above",
        "current": 6.924219999999998,
        "reference": 6.882037039999977,
        "trusted": true,
        "abrupt": 0.933205757341207,
        "trend": 0.2176772357118376
      },
      {
        "signal": "xmeas_33",
        "shift": 0.38421463149974483,
        "direction": "above",
        "current": 18.714849999999995,
        "reference": 18.58280879999999,
        "trusted": true,
        "abrupt": 0.6523791088102742,
        "trend": 4.517477994772377
      },
      {
        "signal": "xmeas_32",
        "shift": 0.32242265713368967,
        "direction": "above",
        "current": 1.2927349999999997,
        "reference": 1.2603301919999979,
        "trusted": true,
        "abrupt": 0.5191826549083434,
        "trend": 1.0275199841392109
      },
      {
        "signal": "xmeas_13",
        "shift": 0.30535812881525576,
        "direction": "below",
        "current": 2631.3650000000002,
        "reference": 2633.8725200000013,
        "trusted": true,
        "abrupt": 0.0432308159971758,
        "trend": 4.522795791935431
      },
      {
        "signal": "xmeas_9",
        "shift": 0.30400022702594665,
        "direction": "below",
        "current": 120.39399999999998,
        "reference": 120.39979600000146,
        "trusted": true,
        "abrupt": 0.22291251976310764,
        "trend": 0.20980001859807274
      },
      {
        "signal": "xmeas_27",
        "shift": 0.2943529345962541,
        "direction": "above",
        "current": 18.864949999999993,
        "reference": 18.776554400000045,
        "trusted": true,
        "abrupt": 1.3544571918409352,
        "trend": 2.746875814504252
      },
      {
        "signal": "xmeas_5",
        "shift": 0.28007968721891613,
        "direction": "below",
        "current": 26.845074999999998,
        "reference": 26.904383600000003,
        "trusted": true,
        "abrupt": 0.09539273700308869,
        "trend": 0.44933757058638585
      },
      {
        "signal": "xmeas_3",
        "shift": 0.2794018042479489,
        "direction": "below",
        "current": 4497.882500000001,
        "reference": 4508.89343999999,
        "trusted": true,
        "abrupt": 1.006115875523996,
        "trend": 2.419118713570739
      },
      {
        "signal": "xmeas_7",
        "shift": 0.23768104956022817,
        "direction": "below",
        "current": 2703.2725,
        "reference": 2705.133920000004,
        "trusted": true,
        "abrupt": 0.1506718733443087,
        "trend": 4.440351182667055
      },
      {
        "signal": "xmeas_11",
        "shift": 0.22681009178688358,
        "direction": "above",
        "current": 80.16102500000002,
        "reference": 80.10514600000006,
        "trusted": true,
        "abrupt": 1.0881031399238756,
        "trend": 3.1008351906924525
      },
      {
        "signal": "xmeas_35",
        "shift": 0.21357716945039779,
        "direction": "above",
        "current": 4.858234999999999,
        "reference": 4.84403599999999,
        "trusted": true,
        "abrupt": 1.826815073578105,
        "trend": 2.071393197055858
      },
      {
        "signal": "xmeas_41",
        "shift": 0.19363404005548834,
        "direction": "above",
        "current": 43.893125,
        "reference": 43.79573999999971,
        "trusted": true,
        "abrupt": 0.1841695636914082,
        "trend": 1.1010407114073988
      },
      {
        "signal": "xmeas_37",
        "shift": 0.1712180313337652,
        "direction": "above",
        "current": 0.019947087499999995,
        "reference": 0.018178735499999918,
        "trusted": true,
        "abrupt": 0.057503477140931965,
        "trend": 1.4693280926817494
      },
      {
        "signal": "xmeas_14",
        "shift": 0.12369443474827224,
        "direction": "above",
        "current": 25.256875,
        "reference": 25.133200800000022,
        "trusted": true,
        "abrupt": 0.0824634899194612,
        "trend": 0.20508354891430547
      },
      {
        "signal": "xmv_7",
        "shift": 0.09703040082827775,
        "direction": "below",
        "current": 37.83735,
        "reference": 38.1280644,
        "trusted": true,
        "abrupt": 0.32300978610480424,
        "trend": 0.6114581675947447
      },
      {
        "signal": "xmeas_12",
        "shift": 0.09699550214456351,
        "direction": "below",
        "current": 49.910774999999994,
        "reference": 50.00952560000001,
        "trusted": true,
        "abrupt": 0.3229807818148031,
        "trend": 0.6115836198494216
      },
      {
        "signal": "xmv_2",
        "shift": 0.06745656285104176,
        "direction": "below",
        "current": 53.935199999999995,
        "reference": 53.96765760000008,
        "trusted": true,
        "abrupt": 1.1322567115606448,
        "trend": 2.4866834717002515
      },
      {
        "signal": "xmv_11",
        "shift": 0.05028964860345507,
        "direction": "below",
        "current": 18.030325000000005,
        "reference": 18.10325960000006,
        "trusted": true,
        "abrupt": 0.2547420658580754,
        "trend": 0.12001043865907592
      },
      {
        "signal": "xmeas_16",
        "shift": 0.026616819569237025,
        "direction": "below",
        "current": 3102.13,
        "reference": 3102.3058399999964,
        "trusted": true,
        "abrupt": 0.9067035328887368,
        "trend": 3.994642109003418
      },
      {
        "signal": "xmeas_17",
        "shift": 0.018569073306581852,
        "direction": "above",
        "current": 22.96695,
        "reference": 22.95559519999998,
        "trusted": true,
        "abrupt": 0.14877597527593037,
        "trend": 0.017661781071498024
      },
      {
        "signal": "xmv_1",
        "shift": 0.007761156431460967,
        "direction": "above",
        "current": 63.047275,
        "reference": 63.04277799999998,
        "trusted": true,
        "abrupt": 0.22384300403728724,
        "trend": 0.6676458451181113
      },
      {
        "signal": "xmeas_2",
        "shift": 0.002375928717882832,
        "direction": "below",
        "current": 3663.5925,
        "reference": 3663.6731200000063,
        "trusted": true,
        "abrupt": 0.2111576440380177,
        "trend": 0.9246435564120612
      }
    ],
    "excluded": [],
    "shifted": 5,
    "evidence": [
      "40 observations checked before diagnosis; 0 of 52 channels withheld.",
      "5 trusted channels exceed a mean shift of 3 reference standard deviations.",
      "Largest trusted contributor: xmv_3, 16.2σ above reference.",
      "Statistical co-movement supports a behavioral hypothesis; physical fault identity and causality remain unverified."
    ],
    "next": "Compare process settings and independent measurements. Do not change equipment based on this hypothesis alone.",
    "start": 361,
    "end": 400,
    "count": 40
  },
  "rules": []
}

Source commissioned

15,330,000 rows profiled locally; 52 signal hypotheses created.

Saved evidence · sensor-report
{
  "scope": "All rows: counts, ranges, mean, variance, missingness. Reference partition: dynamics, correlations and lags. Held-out test run 1: replay.",
  "reference": "train / fault annotation 0 / runs 1–5 (complete runs)",
  "profiles": [
    {
      "id": "xmeas_1",
      "mean": 0.2507910760000005,
      "std": 0.03137209481777596,
      "min": -0.0049855,
      "max": 1.0175,
      "fullMean": 0.25783160961047097,
      "fullStd": 0.14094534820541224,
      "missing": 0,
      "q05": 0.19888850000000002,
      "q95": 0.30467949999999994,
      "maxHold": 2,
      "repeatRate": 0.0016032064128256513,
      "noise": 0.805801042133811,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_3",
      "correlation": 0.9965752654243021,
      "lag": 1,
      "lagCorrelation": 0.6757463009920772,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.81. Strongest reference peer xmv_3 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_2",
      "mean": 3663.6731200000063,
      "std": 33.93199442360894,
      "min": 3308.4,
      "max": 3906.7,
      "fullMean": 3664.6299886627526,
      "fullStd": 42.90828158425126,
      "missing": 0,
      "q05": 3608.495,
      "q95": 3720.52,
      "maxHold": 2,
      "repeatRate": 0.0008016032064128256,
      "noise": 1.1038550074899054,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_21",
      "correlation": -0.4834321727343316,
      "lag": 1,
      "lagCorrelation": -0.4695575744978496,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.10. Strongest reference peer xmeas_21 (r=-0.48). Physical identity and units unverified."
    },
    {
      "id": "xmeas_3",
      "mean": 4508.89343999999,
      "std": 39.40897958632289,
      "min": 3540.7,
      "max": 5175.8,
      "fullMean": 4508.765881095889,
      "fullStd": 107.005862197658,
      "missing": 0,
      "q05": 4446.389999999999,
      "q95": 4574.81,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.065023121520436,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_16",
      "correlation": 0.3709655531782531,
      "lag": 1,
      "lagCorrelation": 0.3687479710415042,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.07. Strongest reference peer xmeas_16 (r=0.37). Physical identity and units unverified."
    },
    {
      "id": "xmeas_4",
      "mean": 9.347909640000013,
      "std": 0.08766415829134494,
      "min": 6.6399,
      "max": 12.24,
      "fullMean": 9.381277741898232,
      "fullStd": 0.36715756328386445,
      "missing": 0,
      "q05": 9.2028,
      "q95": 9.4905,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.16589009300504,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_20",
      "correlation": 0.3915816796183719,
      "lag": 10,
      "lagCorrelation": 0.4789481782272544,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.17. Strongest reference peer xmeas_20 (r=0.39). Physical identity and units unverified."
    },
    {
      "id": "xmeas_5",
      "mean": 26.904383600000003,
      "std": 0.21175616335806635,
      "min": 25.348,
      "max": 28.565,
      "fullMean": 26.901455842139605,
      "fullStd": 0.22823613188793712,
      "missing": 0,
      "q05": 26.54085,
      "q95": 27.250049999999998,
      "maxHold": 2,
      "repeatRate": 0.002404809619238477,
      "noise": 1.4190306344359647,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_5",
      "correlation": 0.13852991148388674,
      "lag": 3,
      "lagCorrelation": -0.031764525434720865,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.42. Strongest reference peer xmv_5 (r=0.14). Physical identity and units unverified."
    },
    {
      "id": "xmeas_6",
      "mean": 42.33949639999993,
      "std": 0.22112261773022868,
      "min": 39.656,
      "max": 44.653,
      "fullMean": 42.37013951682973,
      "fullStd": 0.31647903972578284,
      "missing": 0,
      "q05": 41.978,
      "q95": 42.706,
      "maxHold": 2,
      "repeatRate": 0.002004008016032064,
      "noise": 1.3937306285141668,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_21",
      "correlation": -0.12068094778269249,
      "lag": 1,
      "lagCorrelation": -0.14011182603523034,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.39. Strongest reference peer xmeas_21 (r=-0.12). Physical identity and units unverified."
    },
    {
      "id": "xmeas_7",
      "mean": 2705.133920000004,
      "std": 7.831587766243585,
      "min": 2413.8,
      "max": 3000.5,
      "fullMean": 2723.4800137312463,
      "fullStd": 76.37017320726952,
      "missing": 0,
      "q05": 2693.1,
      "q95": 2718.6,
      "maxHold": 2,
      "repeatRate": 0.017635270541082163,
      "noise": 0.2498684472320415,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmeas_13",
      "correlation": 0.997613602984725,
      "lag": 1,
      "lagCorrelation": 0.9639593448224023,
      "evidence": "2% unchanged consecutive values; change-to-signal spread 0.25. Strongest reference peer xmeas_13 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_8",
      "mean": 74.99949080000015,
      "std": 0.5391684328249774,
      "min": 61.132,
      "max": 87.189,
      "fullMean": 74.8714556828441,
      "fullStd": 1.2812505173822388,
      "missing": 0,
      "q05": 74.0808,
      "q95": 75.89105,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.277024801049342,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_4",
      "correlation": -0.21171443543177723,
      "lag": 3,
      "lagCorrelation": -0.20112141397758274,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.28. Strongest reference peer xmeas_4 (r=-0.21). Physical identity and units unverified."
    },
    {
      "id": "xmeas_9",
      "mean": 120.39979600000146,
      "std": 0.019065775240315604,
      "min": 119.61,
      "max": 121.01,
      "fullMean": 120.4001227351597,
      "fullStd": 0.06853335484395216,
      "missing": 0,
      "q05": 120.37,
      "q95": 120.43,
      "maxHold": 5,
      "repeatRate": 0.13507014028056114,
      "noise": 1.5155681576962379,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_10",
      "correlation": 0.6388945287000338,
      "lag": 1,
      "lagCorrelation": -0.15996578548180285,
      "evidence": "14% unchanged consecutive values; change-to-signal spread 1.52. Strongest reference peer xmv_10 (r=0.64). Physical identity and units unverified."
    },
    {
      "id": "xmeas_10",
      "mean": 0.33678580400000085,
      "std": 0.012983763925913685,
      "min": 0.018396,
      "max": 0.82073,
      "fullMean": 0.3446538234890411,
      "fullStd": 0.0808011468746955,
      "missing": 0,
      "q05": 0.3149265,
      "q95": 0.3585615,
      "maxHold": 2,
      "repeatRate": 0.0008016032064128256,
      "noise": 0.9053838992861498,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_6",
      "correlation": 0.9504585324544329,
      "lag": 1,
      "lagCorrelation": 0.5923162501800877,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.91. Strongest reference peer xmv_6 (r=0.95). Physical identity and units unverified."
    },
    {
      "id": "xmeas_11",
      "mean": 80.10514600000006,
      "std": 0.24636910800453765,
      "min": 68.097,
      "max": 87.591,
      "fullMean": 79.73392268166988,
      "fullStd": 1.7731694371558075,
      "missing": 0,
      "q05": 79.69595,
      "q95": 80.49510000000001,
      "maxHold": 2,
      "repeatRate": 0.0032064128256513026,
      "noise": 0.6835033042727877,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_7",
      "correlation": -0.5824255214893101,
      "lag": 3,
      "lagCorrelation": -0.6922143376624149,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.68. Strongest reference peer xmeas_7 (r=-0.58). Physical identity and units unverified."
    },
    {
      "id": "xmeas_12",
      "mean": 50.00952560000001,
      "std": 1.0180946313658683,
      "min": 44.627,
      "max": 55.481,
      "fullMean": 49.98552005238097,
      "fullStd": 0.9998867259528904,
      "missing": 0,
      "q05": 48.33185,
      "q95": 51.65005,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.4208088467183073,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_7",
      "correlation": 0.999999953977965,
      "lag": 3,
      "lagCorrelation": -0.022413228313500684,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.42. Strongest reference peer xmv_7 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_13",
      "mean": 2633.8725200000013,
      "std": 8.211734888898581,
      "min": 2317.1,
      "max": 2945.4,
      "fullMean": 2651.594683196347,
      "fullStd": 77.26789318092901,
      "missing": 0,
      "q05": 2621.4,
      "q95": 2648.1,
      "maxHold": 2,
      "repeatRate": 0.014028056112224449,
      "noise": 0.270744715341393,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmeas_7",
      "correlation": 0.9976136029847249,
      "lag": 1,
      "lagCorrelation": 0.9671741391215807,
      "evidence": "1% unchanged consecutive values; change-to-signal spread 0.27. Strongest reference peer xmeas_7 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_14",
      "mean": 25.133200800000022,
      "std": 0.999836413430121,
      "min": 18.436,
      "max": 33.092,
      "fullMean": 25.112100445596848,
      "fullStd": 1.1066082868422449,
      "missing": 0,
      "q05": 23.4668,
      "q95": 26.793049999999997,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.406809954340177,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_13",
      "correlation": -0.07412505919119826,
      "lag": 5,
      "lagCorrelation": -0.05442081928883162,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.41. Strongest reference peer xmeas_13 (r=-0.07). Physical identity and units unverified."
    },
    {
      "id": "xmeas_15",
      "mean": 50.01699759999998,
      "std": 1.0155450461158864,
      "min": 44.311,
      "max": 55.912,
      "fullMean": 49.95626844174819,
      "fullStd": 1.0144792519142911,
      "missing": 0,
      "q05": 48.2896,
      "q95": 51.7122,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.414056604001755,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_8",
      "correlation": 0.9999999506832142,
      "lag": 5,
      "lagCorrelation": 0.025415072152522138,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.41. Strongest reference peer xmv_8 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_16",
      "mean": 3102.3058399999964,
      "std": 6.606349024489502,
      "min": 2870.4,
      "max": 3452.7,
      "fullMean": 3121.2369027201553,
      "fullStd": 77.70349456641262,
      "missing": 0,
      "q05": 3092,
      "q95": 3113.705,
      "maxHold": 2,
      "repeatRate": 0.021643286573146292,
      "noise": 0.2853367668866474,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmeas_7",
      "correlation": 0.9716757226146668,
      "lag": 1,
      "lagCorrelation": 0.9349424596994098,
      "evidence": "2% unchanged consecutive values; change-to-signal spread 0.29. Strongest reference peer xmeas_7 (r=0.97). Physical identity and units unverified."
    },
    {
      "id": "xmeas_17",
      "mean": 22.95559519999998,
      "std": 0.611489858031635,
      "min": 19.137,
      "max": 27.239,
      "fullMean": 22.93147742289628,
      "fullStd": 0.647177402379956,
      "missing": 0,
      "q05": 21.908849999999997,
      "q95": 23.93405,
      "maxHold": 2,
      "repeatRate": 0.0008016032064128256,
      "noise": 1.4157836309751977,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_11",
      "correlation": -0.9991619084193513,
      "lag": 10,
      "lagCorrelation": 0.010329438700376028,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.42. Strongest reference peer xmv_11 (r=-1.00). Physical identity and units unverified."
    },
    {
      "id": "xmeas_18",
      "mean": 65.79419279999999,
      "std": 0.5010562876459256,
      "min": 52.119,
      "max": 74.699,
      "fullMean": 66.00394001774296,
      "fullStd": 1.7280076512440607,
      "missing": 0,
      "q05": 64.97784999999999,
      "q95": 66.66415,
      "maxHold": 2,
      "repeatRate": 0.006012024048096192,
      "noise": 0.10421427140913822,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmv_9",
      "correlation": 0.9786640557129493,
      "lag": 1,
      "lagCorrelation": 0.9740501962156128,
      "evidence": "1% unchanged consecutive values; change-to-signal spread 0.10. Strongest reference peer xmv_9 (r=0.98). Physical identity and units unverified."
    },
    {
      "id": "xmeas_19",
      "mean": 232.071608,
      "std": 12.169815629635474,
      "min": -3.5372,
      "max": 466.71,
      "fullMean": 246.08193041307206,
      "fullStd": 67.13360141989216,
      "missing": 0,
      "q05": 213.0085,
      "q95": 254.3715,
      "maxHold": 2,
      "repeatRate": 0.0016032064128256513,
      "noise": 0.14457693812574235,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmv_9",
      "correlation": 0.9895256481647444,
      "lag": 1,
      "lagCorrelation": 0.9887125859883124,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.14. Strongest reference peer xmv_9 (r=0.99). Physical identity and units unverified."
    },
    {
      "id": "xmeas_20",
      "mean": 341.4337760000004,
      "std": 1.776007788071131,
      "min": 230.15,
      "max": 400.71,
      "fullMean": 340.8189815714285,
      "fullStd": 11.137602793217106,
      "missing": 0,
      "q05": 338.5095,
      "q95": 344.501,
      "maxHold": 2,
      "repeatRate": 0.008817635270541082,
      "noise": 0.21829505951261713,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmv_5",
      "correlation": 0.902128791630228,
      "lag": 1,
      "lagCorrelation": 0.8900605982390908,
      "evidence": "1% unchanged consecutive values; change-to-signal spread 0.22. Strongest reference peer xmv_5 (r=0.90). Physical identity and units unverified."
    },
    {
      "id": "xmeas_21",
      "mean": 94.60080800000014,
      "std": 0.1352403161533027,
      "min": 79.898,
      "max": 100.28,
      "fullMean": 94.4366122073712,
      "fullStd": 1.2383031858801627,
      "missing": 0,
      "q05": 94.372,
      "q95": 94.817,
      "maxHold": 2,
      "repeatRate": 0.0028056112224448897,
      "noise": 1.1319815430830413,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmv_1",
      "correlation": -0.5010215365537501,
      "lag": 1,
      "lagCorrelation": -0.2403945202843861,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.13. Strongest reference peer xmv_1 (r=-0.50). Physical identity and units unverified."
    },
    {
      "id": "xmeas_22",
      "mean": 77.29209320000012,
      "std": 0.2718756683952908,
      "min": 62.636,
      "max": 83.808,
      "fullMean": 77.06384846275277,
      "fullStd": 1.3175521483868862,
      "missing": 0,
      "q05": 76.85695,
      "q95": 77.7381,
      "maxHold": 2,
      "repeatRate": 0.0016032064128256513,
      "noise": 1.2099722565549698,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_11",
      "correlation": 0.48257623962001406,
      "lag": 1,
      "lagCorrelation": 0.5793933047853592,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.21. Strongest reference peer xmeas_11 (r=0.48). Physical identity and units unverified."
    },
    {
      "id": "xmeas_23",
      "mean": 32.18755119999996,
      "std": 0.2957777266191375,
      "min": 23.225,
      "max": 40.211,
      "fullMean": 32.02088473620353,
      "fullStd": 1.739639166182601,
      "missing": 0,
      "q05": 31.698,
      "q95": 32.684,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.8785766629526672,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": 0.45782539907854874,
      "lag": 1,
      "lagCorrelation": 0.458360343242325,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.88. Strongest reference peer xmeas_20 (r=0.46). Physical identity and units unverified."
    },
    {
      "id": "xmeas_24",
      "mean": 8.892467120000006,
      "std": 0.1006988208268198,
      "min": 7.4438,
      "max": 10.345,
      "fullMean": 8.870600310163086,
      "fullStd": 0.22550692510257864,
      "missing": 0,
      "q05": 8.7285,
      "q95": 9.0596,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.9390576109503119,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_7",
      "correlation": -0.263853555910406,
      "lag": 1,
      "lagCorrelation": -0.2635791572389366,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.94. Strongest reference peer xmeas_7 (r=-0.26). Physical identity and units unverified."
    },
    {
      "id": "xmeas_25",
      "mean": 26.38263920000003,
      "std": 0.30874145160139244,
      "min": 16.909,
      "max": 36.469,
      "fullMean": 26.770697422570134,
      "fullStd": 1.8829537326987482,
      "missing": 0,
      "q05": 25.858,
      "q95": 26.879,
      "maxHold": 4,
      "repeatRate": 0.503006012024048,
      "noise": 0.7674965975577367,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_16",
      "correlation": 0.552035712436324,
      "lag": 1,
      "lagCorrelation": 0.5403600074219348,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.77. Strongest reference peer xmeas_16 (r=0.55). Physical identity and units unverified."
    },
    {
      "id": "xmeas_26",
      "mean": 6.882037039999977,
      "std": 0.1083255211455314,
      "min": 5.8989,
      "max": 7.8854,
      "fullMean": 6.8710691227788665,
      "fullStd": 0.13503463853734093,
      "missing": 0,
      "q05": 6.6966,
      "q95": 7.0535,
      "maxHold": 4,
      "repeatRate": 0.5014028056112224,
      "noise": 0.967168569208086,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": -0.1438179657329237,
      "lag": 1,
      "lagCorrelation": -0.12899940510673766,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.97. Strongest reference peer xmeas_20 (r=-0.14). Physical identity and units unverified."
    },
    {
      "id": "xmeas_27",
      "mean": 18.776554400000045,
      "std": 0.30030480287616446,
      "min": 12.047,
      "max": 26.922,
      "fullMean": 18.67646297155903,
      "fullStd": 0.9945414885935489,
      "missing": 0,
      "q05": 18.277,
      "q95": 19.263,
      "maxHold": 4,
      "repeatRate": 0.5018036072144288,
      "noise": 0.8142642793902628,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": -0.5190513261044073,
      "lag": 1,
      "lagCorrelation": -0.49201580342820705,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.81. Strongest reference peer xmeas_20 (r=-0.52). Physical identity and units unverified."
    },
    {
      "id": "xmeas_28",
      "mean": 1.657410159999995,
      "std": 0.02474164902452907,
      "min": 0.8848,
      "max": 2.1649,
      "fullMean": 1.6286026131272002,
      "fullStd": 0.12681486996792515,
      "missing": 0,
      "q05": 1.6151,
      "q95": 1.6989,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.9444946882362393,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_18",
      "correlation": 0.20139532244395164,
      "lag": 1,
      "lagCorrelation": 0.20232844450567125,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.94. Strongest reference peer xmeas_18 (r=0.20). Physical identity and units unverified."
    },
    {
      "id": "xmeas_29",
      "mean": 32.95185520000011,
      "std": 0.3391942513207017,
      "min": 20.001,
      "max": 45.408,
      "fullMean": 32.714000539465104,
      "fullStd": 2.6191043295969862,
      "missing": 0,
      "q05": 32.425,
      "q95": 33.526,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.7457165262789698,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": 0.582161612588515,
      "lag": 1,
      "lagCorrelation": 0.5801698481684807,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.75. Strongest reference peer xmeas_20 (r=0.58). Physical identity and units unverified."
    },
    {
      "id": "xmeas_30",
      "mean": 13.82199520000002,
      "std": 0.11048639950125055,
      "min": 11.786,
      "max": 15.823,
      "fullMean": 13.789649326157868,
      "fullStd": 0.2892214707723688,
      "missing": 0,
      "q05": 13.634,
      "q95": 14.005,
      "maxHold": 4,
      "repeatRate": 0.5034068136272545,
      "noise": 0.9257083702024711,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_7",
      "correlation": -0.3288607229863401,
      "lag": 3,
      "lagCorrelation": -0.3482041498287069,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.93. Strongest reference peer xmeas_7 (r=-0.33). Physical identity and units unverified."
    },
    {
      "id": "xmeas_31",
      "mean": 23.974235200000003,
      "std": 0.40045582356561055,
      "min": 10.296,
      "max": 39.239,
      "fullMean": 24.56341085844749,
      "fullStd": 2.8925794197883112,
      "missing": 0,
      "q05": 23.278,
      "q95": 24.64,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.6524964053514042,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_16",
      "correlation": 0.6561059722243967,
      "lag": 1,
      "lagCorrelation": 0.6402806054294934,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.65. Strongest reference peer xmeas_16 (r=0.66). Physical identity and units unverified."
    },
    {
      "id": "xmeas_32",
      "mean": 1.2603301919999979,
      "std": 0.100504127991742,
      "min": 0.24694,
      "max": 2.6509,
      "fullMean": 1.248006655069797,
      "fullStd": 0.14949362311454717,
      "missing": 0,
      "q05": 1.0948,
      "q95": 1.4254,
      "maxHold": 4,
      "repeatRate": 0.5014028056112224,
      "noise": 0.9950757905887001,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmv_5",
      "correlation": -0.20498451631702724,
      "lag": 1,
      "lagCorrelation": -0.19073836842647654,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 1.00. Strongest reference peer xmv_5 (r=-0.20). Physical identity and units unverified."
    },
    {
      "id": "xmeas_33",
      "mean": 18.58280879999999,
      "std": 0.34366520474400775,
      "min": 9.6631,
      "max": 29.76,
      "fullMean": 18.422828418956286,
      "fullStd": 1.3952275709027953,
      "missing": 0,
      "q05": 18.017,
      "q95": 19.146,
      "maxHold": 4,
      "repeatRate": 0.5014028056112224,
      "noise": 0.7263177185379688,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_13",
      "correlation": -0.6105714500080929,
      "lag": 1,
      "lagCorrelation": -0.6089685181015395,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.73. Strongest reference peer xmeas_13 (r=-0.61). Physical identity and units unverified."
    },
    {
      "id": "xmeas_34",
      "mean": 2.264803280000005,
      "std": 0.02697786439487982,
      "min": 1.2549,
      "max": 2.973,
      "fullMean": 2.222143322765819,
      "fullStd": 0.17292726380928658,
      "missing": 0,
      "q05": 2.221,
      "q95": 2.3104,
      "maxHold": 4,
      "repeatRate": 0.5022044088176353,
      "noise": 0.9268344050638604,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_16",
      "correlation": -0.3394906079311158,
      "lag": 1,
      "lagCorrelation": -0.3236417236918721,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.93. Strongest reference peer xmeas_16 (r=-0.34). Physical identity and units unverified."
    },
    {
      "id": "xmeas_35",
      "mean": 4.84403599999999,
      "std": 0.06648182498413603,
      "min": 3.0393,
      "max": 6.4972,
      "fullMean": 4.77614228216569,
      "fullStd": 0.3430050671176382,
      "missing": 0,
      "q05": 4.7352,
      "q95": 4.9544,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.8140705025870224,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_16",
      "correlation": -0.5124230891870117,
      "lag": 1,
      "lagCorrelation": -0.4816216593629457,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.81. Strongest reference peer xmeas_16 (r=-0.51). Physical identity and units unverified."
    },
    {
      "id": "xmeas_36",
      "mean": 2.2992476800000023,
      "std": 0.053655579832077506,
      "min": 1.3402,
      "max": 3.1193,
      "fullMean": 2.26334512729289,
      "fullStd": 0.18173592848982048,
      "missing": 0,
      "q05": 2.2096,
      "q95": 2.3857,
      "maxHold": 2,
      "repeatRate": 0.501002004008016,
      "noise": 0.9633315395938561,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_16",
      "correlation": -0.2887934189095994,
      "lag": 1,
      "lagCorrelation": -0.2835525796306109,
      "evidence": "50% unchanged consecutive values; change-to-signal spread 0.96. Strongest reference peer xmeas_16 (r=-0.29). Physical identity and units unverified."
    },
    {
      "id": "xmeas_37",
      "mean": 0.018178735499999918,
      "std": 0.01032807109289165,
      "min": -0.030974,
      "max": 0.066926,
      "fullMean": 0.017869074754933875,
      "fullStd": 0.010197328496754324,
      "missing": 0,
      "q05": 0.0004317540000000022,
      "q95": 0.03465424999999993,
      "maxHold": 5,
      "repeatRate": 0.8016032064128257,
      "noise": 0.6338335000037763,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_39",
      "correlation": 0.10859525231931261,
      "lag": 1,
      "lagCorrelation": 0.07396022584999232,
      "evidence": "80% unchanged consecutive values; change-to-signal spread 0.63. Strongest reference peer xmeas_39 (r=0.11). Physical identity and units unverified."
    },
    {
      "id": "xmeas_38",
      "mean": 0.8364654800000028,
      "std": 0.02022583593687389,
      "min": 0.38907,
      "max": 1.7097,
      "fullMean": 0.8364804510665359,
      "fullStd": 0.09163425099180186,
      "missing": 0,
      "q05": 0.8032545000000001,
      "q95": 0.8694204999999998,
      "maxHold": 5,
      "repeatRate": 0.8016032064128257,
      "noise": 0.3478243742086509,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": -0.6354346255987348,
      "lag": 1,
      "lagCorrelation": -0.6174277226461756,
      "evidence": "80% unchanged consecutive values; change-to-signal spread 0.35. Strongest reference peer xmeas_20 (r=-0.64). Physical identity and units unverified."
    },
    {
      "id": "xmeas_39",
      "mean": 0.09890064600000036,
      "std": 0.009970371763476288,
      "min": 0.020311,
      "max": 0.17369,
      "fullMean": 0.09734161446477495,
      "fullStd": 0.013301296173209158,
      "missing": 0,
      "q05": 0.08285425,
      "q95": 0.1147794999999999,
      "maxHold": 5,
      "repeatRate": 0.8016032064128257,
      "noise": 0.5933952746663863,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_38",
      "correlation": 0.12649123078622165,
      "lag": 10,
      "lagCorrelation": 0.18048513094974888,
      "evidence": "80% unchanged consecutive values; change-to-signal spread 0.59. Strongest reference peer xmeas_38 (r=0.13). Physical identity and units unverified."
    },
    {
      "id": "xmeas_40",
      "mean": 53.70227799999997,
      "std": 0.5092703478810564,
      "min": 50.03,
      "max": 57.124,
      "fullMean": 53.73542711643833,
      "fullStd": 0.5857630866776442,
      "missing": 0,
      "q05": 52.88695,
      "q95": 54.5513,
      "maxHold": 10,
      "repeatRate": 0.8020040080160321,
      "noise": 0.6126714054480742,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmv_2",
      "correlation": -0.08577105908539273,
      "lag": 1,
      "lagCorrelation": -0.08954353208503993,
      "evidence": "80% unchanged consecutive values; change-to-signal spread 0.61. Strongest reference peer xmv_2 (r=-0.09). Physical identity and units unverified."
    },
    {
      "id": "xmeas_41",
      "mean": 43.79573999999971,
      "std": 0.5029332651034911,
      "min": 40.024,
      "max": 47.344,
      "fullMean": 43.80436072928898,
      "fullStd": 0.6115602218520045,
      "missing": 0,
      "q05": 42.963499999999996,
      "q95": 44.642649999999996,
      "maxHold": 10,
      "repeatRate": 0.8020040080160321,
      "noise": 0.6277186063648236,
      "role": "Sample-and-hold measurement",
      "confidence": "Medium",
      "peer": "xmeas_22",
      "correlation": -0.07480243437290661,
      "lag": 1,
      "lagCorrelation": -0.06670219166238119,
      "evidence": "80% unchanged consecutive values; change-to-signal spread 0.63. Strongest reference peer xmeas_22 (r=-0.07). Physical identity and units unverified."
    },
    {
      "id": "xmv_1",
      "mean": 63.04277799999998,
      "std": 0.579423960815004,
      "min": 28.116,
      "max": 100,
      "fullMean": 63.85588841585122,
      "fullStd": 4.755545631379896,
      "missing": 0,
      "q05": 62.06895,
      "q95": 64.0121,
      "maxHold": 2,
      "repeatRate": 0.0004008016032064128,
      "noise": 1.109382433512993,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_21",
      "correlation": -0.5010215365537501,
      "lag": 1,
      "lagCorrelation": -0.47569903262639035,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.11. Strongest reference peer xmeas_21 (r=-0.50). Physical identity and units unverified."
    },
    {
      "id": "xmv_2",
      "mean": 53.96765760000008,
      "std": 0.48116296811266834,
      "min": 7.3484,
      "max": 100,
      "fullMean": 54.56397666349641,
      "fullStd": 6.753466723340322,
      "missing": 0,
      "q05": 53.162949999999995,
      "q95": 54.761,
      "maxHold": 2,
      "repeatRate": 0.0004008016032064128,
      "noise": 1.0221018204963686,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_16",
      "correlation": 0.4130574884915593,
      "lag": 1,
      "lagCorrelation": 0.40220337593279715,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.02. Strongest reference peer xmeas_16 (r=0.41). Physical identity and units unverified."
    },
    {
      "id": "xmv_3",
      "mean": 24.67604079999999,
      "std": 3.078920040693187,
      "min": -0.35866,
      "max": 100.21,
      "fullMean": 29.480435721234265,
      "fullStd": 19.39544425115801,
      "missing": 0,
      "q05": 19.577849999999998,
      "q95": 29.9544,
      "maxHold": 2,
      "repeatRate": 0.0016032064128256513,
      "noise": 0.8059707827477541,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_1",
      "correlation": 0.9965752654243021,
      "lag": 1,
      "lagCorrelation": 0.6746618397238349,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.81. Strongest reference peer xmeas_1 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmv_4",
      "mean": 61.28189400000012,
      "std": 1.2379427620358023,
      "min": -0.0052226,
      "max": 100.02,
      "fullMean": 63.46107132855768,
      "fullStd": 8.219345479948343,
      "missing": 0,
      "q05": 59.2498,
      "q95": 63.276250000000005,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.3963106189600683,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_20",
      "correlation": 0.18019951507680143,
      "lag": 5,
      "lagCorrelation": 0.21576171969730437,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.40. Strongest reference peer xmeas_20 (r=0.18). Physical identity and units unverified."
    },
    {
      "id": "xmv_5",
      "mean": 22.227242399999987,
      "std": 0.5616504451447115,
      "min": -0.10688,
      "max": 100.11,
      "fullMean": 23.125057857109663,
      "fullStd": 11.922722381411294,
      "missing": 0,
      "q05": 21.330849999999998,
      "q95": 23.204,
      "maxHold": 2,
      "repeatRate": 0.002404809619238477,
      "noise": 0.5343941306914067,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmeas_20",
      "correlation": 0.902128791630228,
      "lag": 1,
      "lagCorrelation": 0.869106943114718,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.53. Strongest reference peer xmeas_20 (r=0.90). Physical identity and units unverified."
    },
    {
      "id": "xmv_6",
      "mean": 40.0363016,
      "std": 1.5557478260813313,
      "min": 0,
      "max": 97.528,
      "fullMean": 39.509348521521986,
      "fullStd": 12.795152639818845,
      "missing": 0,
      "q05": 37.4288,
      "q95": 42.59725,
      "maxHold": 2,
      "repeatRate": 0.0012024048096192384,
      "noise": 0.8810801030271961,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_10",
      "correlation": 0.9504585324544329,
      "lag": 1,
      "lagCorrelation": 0.5921119882725867,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.88. Strongest reference peer xmeas_10 (r=0.95). Physical identity and units unverified."
    },
    {
      "id": "xmv_7",
      "mean": 38.1280644,
      "std": 2.9961166553820457,
      "min": 22.288,
      "max": 54.23,
      "fullMean": 38.057385906131756,
      "fullStd": 2.9425253060290144,
      "missing": 0,
      "q05": 33.1905,
      "q95": 42.95705,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.4208060477176352,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_12",
      "correlation": 0.999999953977965,
      "lag": 3,
      "lagCorrelation": -0.022404636638774574,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.42. Strongest reference peer xmeas_12 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmv_8",
      "mean": 46.57331520000015,
      "std": 2.3502430185722276,
      "min": 33.369,
      "max": 60.216,
      "fullMean": 46.43279241474231,
      "fullStd": 2.347795998874571,
      "missing": 0,
      "q05": 42.5751,
      "q95": 50.49645,
      "maxHold": 1,
      "repeatRate": 0,
      "noise": 1.4140546162571215,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_15",
      "correlation": 0.9999999506832141,
      "lag": 5,
      "lagCorrelation": 0.025407585372526374,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.41. Strongest reference peer xmeas_15 (r=1.00). Physical identity and units unverified."
    },
    {
      "id": "xmv_9",
      "mean": 47.956819999999965,
      "std": 3.2020987194781654,
      "min": -0.68342,
      "max": 100.58,
      "fullMean": 49.8764913072286,
      "fullStd": 17.144150490176084,
      "missing": 0,
      "q05": 43.09795,
      "q95": 53.93664999999999,
      "maxHold": 2,
      "repeatRate": 0.0012024048096192384,
      "noise": 0.07763785073042019,
      "role": "Slow response / control candidate",
      "confidence": "Medium",
      "peer": "xmeas_19",
      "correlation": 0.9895256481647444,
      "lag": 1,
      "lagCorrelation": 0.9924454912889041,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 0.08. Strongest reference peer xmeas_19 (r=0.99). Physical identity and units unverified."
    },
    {
      "id": "xmv_10",
      "mean": 41.10509200000006,
      "std": 0.5417137888845248,
      "min": -0.51565,
      "max": 100.61,
      "fullMean": 41.96304970125989,
      "fullStd": 11.003192691499292,
      "missing": 0,
      "q05": 40.223,
      "q95": 42.001099999999994,
      "maxHold": 2,
      "repeatRate": 0.0004008016032064128,
      "noise": 1.4991688787881325,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_9",
      "correlation": 0.6388945287000338,
      "lag": 3,
      "lagCorrelation": -0.2808497634061822,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.50. Strongest reference peer xmeas_9 (r=0.64). Physical identity and units unverified."
    },
    {
      "id": "xmv_11",
      "mean": 18.10325960000006,
      "std": 1.4502905075985348,
      "min": -0.0067742,
      "max": 100.01,
      "fullMean": 19.15970678079619,
      "fullStd": 7.642518592848199,
      "missing": 0,
      "q05": 15.78395,
      "q95": 20.5632,
      "maxHold": 2,
      "repeatRate": 0.0004008016032064128,
      "noise": 1.4148013921090417,
      "role": "Continuous measurement candidate",
      "confidence": "Low",
      "peer": "xmeas_17",
      "correlation": -0.9991619084193513,
      "lag": 10,
      "lagCorrelation": 0.01139969929656132,
      "evidence": "0% unchanged consecutive values; change-to-signal spread 1.41. Strongest reference peer xmeas_17 (r=-1.00). Physical identity and units unverified."
    }
  ]
}
WITNESS / BUILT FOR NORRIN · AALTOAI 2026Operator review required before taking action.