{
  "schemaVersion": 1,
  "capturedAt": "2026-09-16T13:27:22.838Z",
  "sha256": "b6c7dc008c1502beb811349bb481138d3e265ff69e9791ba7186b4b495b4f801",
  "work": {
    "id": "TAP-RDN-0006",
    "type": "RDN",
    "kind": "note",
    "key": "sterling-2012",
    "locale": "en",
    "path": "/research/sterling-2012/",
    "title": "TAP reading note: Allostasis: a model of predictive regulation",
    "description": "Sterling argues that efficient regulation anticipates demand, coordinates resource allocation and learns from previous errors. Physiological adjustment and anticipatory behavior both contribute to this account.",
    "rights": "© The Allostasis Project. All rights reserved. Reproduction or adaptation requires separate permission, subject to applicable legal exceptions.",
    "version": "0.2",
    "updatedAt": "2026-09-16",
    "editorial": {
      "contentType": "evidence-review",
      "reviewState": "draft",
      "reviewedAt": null,
      "reviewedVersion": null,
      "updatedAt": "2026-09-16",
      "version": "0.2",
      "author": null,
      "reviewer": null,
      "workflow": {
        "ai": {
          "usage": "used",
          "system": "OpenAI Codex (GPT-6)",
          "scope": "Conceptual synthesis and source-linked educational preparation; not completed human scientific or methodological review.",
          "version": "0.2",
          "tasks": [
            "Research assistance",
            "Drafting and bilingual editing",
            "Source-to-claim checks"
          ]
        }
      },
      "revisions": [
        {
          "date": "2026-09-16",
          "version": "0.2",
          "description": "Expanded prediction, coordinated resource allocation and the distinction between a theoretical account and a validated personal model."
        }
      ]
    },
    "original": {
      "id": "sterling-2012",
      "title": "Allostasis: a model of predictive regulation",
      "authors": "Peter Sterling",
      "journal": "Physiology & Behavior",
      "year": "2012",
      "url": "https://pubmed.ncbi.nlm.nih.gov/21684297/",
      "doi": "10.1016/j.physbeh.2011.06.004",
      "pmid": "21684297"
    },
    "references": [
      {
        "id": "sterling-2012",
        "title": "Allostasis: a model of predictive regulation",
        "authors": "Peter Sterling",
        "journal": "Physiology & Behavior",
        "year": "2012",
        "url": "https://pubmed.ncbi.nlm.nih.gov/21684297/",
        "doi": "10.1016/j.physbeh.2011.06.004",
        "pmid": "21684297"
      }
    ],
    "sections": [
      {
        "id": "finding",
        "title": "What the study found",
        "paragraphs": [
          "Sterling argues that efficient regulation anticipates demand, coordinates resource allocation and learns from previous errors. Physiological adjustment and anticipatory behavior both contribute to this account."
        ]
      },
      {
        "id": "limits",
        "title": "Scope & limitations",
        "paragraphs": [
          "Theory-led review drawing on physiological and behavioral examples; no single trial sample.",
          "The critique of homeostasis is the author’s theoretical position. This review does not establish that all feedback regulation is obsolete, validate a universal resilience score, or test TAP’s synthesis."
        ]
      },
      {
        "id": "sample",
        "title": "Population & sample",
        "paragraphs": [
          "Theoretical synthesis; no single trial sample"
        ]
      },
      {
        "id": "exposure",
        "title": "Exposure or intervention",
        "paragraphs": [
          "Prediction, coordinated physiological effectors, behavior and learning."
        ]
      },
      {
        "id": "outcomes",
        "title": "Outcomes",
        "paragraphs": [
          "An explanatory account of regulation; illustrative mechanisms and examples, not pooled effect estimates."
        ]
      },
      {
        "id": "duration",
        "title": "Time frame",
        "paragraphs": [
          "Not applicable to a conceptual model"
        ]
      },
      {
        "id": "funding",
        "title": "Research funding",
        "paragraphs": [
          "No dedicated funding statement was identified in the consulted published copy; acknowledgments are not treated as proof of no support."
        ]
      },
      {
        "id": "conflicts",
        "title": "Research conflicts of interest",
        "paragraphs": [
          "No dedicated competing-interest statement was identified in the consulted copy; absence of a statement is not a finding of no conflicts."
        ]
      },
      {
        "id": "basis",
        "title": "Reading scope",
        "paragraphs": [
          "PubMed bibliographic record and author-uploaded published full text, especially sections 3–4 on prediction and coordination. Figures are discussed conceptually and are not reproduced."
        ]
      }
    ]
  }
}