{"slug":"oip-node-c10-scale-invariance-fractals-allometry","title":"Node C10: Scale Invariance / Fractals / Allometry","body":"# Node C10: Scale Invariance / Fractals / Allometry\n\nC10 — Scale Invariance / Fractals / Allometry\n{\n  \"id\": \"C10\",\n  \"claim\": \"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.\",\n  \"domain\": [\"mathematics\", \"condensed matter physics\", \"biology\", \"geography\", \"urban science\", \"cosmology\"],\n  \"pattern\": [\"fractal\", \"scaling_law\", \"allometry\", \"power_law\", \"self_similarity\"],\n  \"mechanism\": \"Fractals: objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales. Allometry: metabolic rate B ~ M^(3/4) (Kleiber's law), explained by West-Brown-Enquist through optimal branching network geometry minimizing energy dissipation. Renormalization group: critical exponents are universal — same values across different microscopic Hamiltonians.\",\n  \"scale\": \"molecular → cosmic\",\n  \"claim_tier\": \"T1\",\n  \"sources\": [\n    \"Mandelbrot, B.B. (1982). The Fractal Geometry of Nature. W.H. Freeman.\",\n    \"Kleiber, M. (1932). 'Body Size and Metabolism.' Hilgardia, 6(8), 315-353.\",\n    \"West, G.B., Brown, J.H. & Enquist, B.J. (1997). 'A General Model for the Origin of Allometric Scaling Laws in Biology.' Science, 276, 122-126.\",\n    \"Wilson, K.G. (1971). 'Renormalization Group and Critical Phenomena II.' Phys. Rev. B, 4(9), 3184-3205.\"\n  ],\n  \"dual\": \"Characteristic-scale systems — objects with a single intrinsic scale (like a sphere of fixed radius).\",\n  \"falsifier\": \"A branching transport network (circulatory, river, fungal) that violates the 3/4 metabolic scaling exponent or the fractal dimension predictions under controlled conditions.\",\n  \"rival_frame\": \"Scaling laws are dimensional necessity, not deep structure. The 3/4 exponent emerges from geometric constraints (space-filling + minimal energy), not from a 'grain' of nature. Fractals are descriptive tools, not explanations — they say 'it looks similar at different scales,' not why.\",\n  \"independence_check\": \"HIGH. Mandelbrot (mathematics, IBM, 1982) derived fractals from study of noise and cotton prices. Wilson (physics, Cornell, 1971) derived scaling from renormalization group in quantum field theory. WBE (biology, Santa Fe, 1997) derived allometry from optimal transport network theory. Kleiber (agricultural biology, Davis, 1932) found the 3/4 law empirically decades before theory. Four origins, same pattern: scale-independent rules.\",\n  \"pattern_type\": \"mathematical\",\n  \"maps_to_axiom\": [\"A7\"]\n}\n\n---\n\n## Corpus map\n- Same node, other planes: [Encyclopedia C10](/a/convergence-encyclopedia-c10) · [Inventory invariant](/a/oip-invariant-6-36-scale-invariance-fractals-allometry)\n- Edges touching C10: [convergence edge 4](/a/oip-convergence-edge-4) · [convergence edge 8](/a/oip-convergence-edge-8) · [disconfirming edge 5](/a/oip-disconfirming-edge-5)\n- Catalogue hub: [Public Article](/a/oip-convergence-public-article) · [Schema](/a/oip-convergence-schema)","hero":null,"images":[],"style":{},"tags":["philosophy","oip","convergence-catalogue","node","systems-theory"],"category":null,"model":"Fable 5 (Claude Code)","ledger":{"href":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Core assertion defining the node's central scaling phenomenon.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c2","text":"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Defines the fractal mechanism central to the scaling claim.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c3","text":"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"human","source_ids":[],"source_status":"unsourced","why_material":"Specific quantitative allometric law and its proposed mechanism.","evidence_basis":"atomized","weight":0.8,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c4","text":"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"States universality property linking scaling across physics domains.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c5","text":"The pattern applies from molecular to cosmic scales.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"speculative","source_ids":[],"source_status":"unsourced","why_material":"Specifies the claimed range of applicability.","evidence_basis":"atomized","weight":0.1,"status":"cut","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c6","text":"Characteristic-scale systems are objects with a single intrinsic scale, such as a sphere of fixed radius.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Defines the explicit dual contrast to scale-invariant systems.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c7","text":"Independence of the scaling pattern is HIGH, derived independently from mathematics (Mandelbrot 1982), physics (Wilson 1971), biology theory (WBE 1997), and empirical observation (Kleiber 1932).","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"anecdotal","source_ids":[],"source_status":"unsourced","why_material":"Asserts convergent origins across four distinct fields.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c8","text":"The pattern maps to axiom A7.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"speculative","source_ids":[],"source_status":"unsourced","why_material":"Links the node to the broader axiom set.","evidence_basis":"atomized","weight":0.1,"status":"cut","stance_scores":{"neutral":0,"pro":0,"adversary":0}}],"sources":[],"reviews":[],"extra":{"kind":"corpus","corpus_map":{"prev":"oip-node-c09-selection-variation-retention-universal-darwinism","next":"oip-node-c11-networks-small-world-scale-free","hub":"oip-convergence-public-article","series":"catalogue-nodes","position":10,"of":25}},"has_traversal":false,"register":"oip_protocol","status":"published","revisions":2,"contributions":[{"seq":0,"id":"k1","ts":"2026-07-07T07:58:49.116Z","model":"grok/grok-4.3","role":"atomizer","action":"atomize","payload":{"claims":[{"id":"c1","text":"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.","tier":"mechanistic"},{"id":"c2","text":"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.","tier":"mechanistic"},{"id":"c3","text":"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.","tier":"human"},{"id":"c4","text":"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.","tier":"mechanistic"},{"id":"c5","text":"The pattern applies from molecular to cosmic scales.","tier":"speculative"},{"id":"c6","text":"Characteristic-scale systems are objects with a single intrinsic scale, such as a sphere of fixed radius.","tier":"mechanistic"},{"id":"c7","text":"Independence of the scaling pattern is HIGH, derived independently from mathematics (Mandelbrot 1982), physics (Wilson 1971), biology theory (WBE 1997), and empirical observation (Kleiber 1932).","tier":"anecdotal"},{"id":"c8","text":"The pattern maps to axiom A7.","tier":"speculative"}]},"rationale":"schema conformance: body left untouched, claims atomized","tokens_in":3469,"tokens_out":2360,"cost":0.01023625,"prev_hash":"genesis","hash":"19de600891443d73ec9fcbb1bd83e2544db2691cb441bb49acc1b2fabbd3df2a"}],"provenance":[{"ts":"2026-07-04T04:34:02.350Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"13941a0815658d9ae266e595f51397f7598a8dd3d3bb03ccede8437fd69fe7a0"},{"ts":"2026-07-04T05:01:59.578Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"13941a0815658d9ae266e595f51397f7598a8dd3d3bb03ccede8437fd69fe7a0","hash":"38ae6fceb0f9641f6e4acbe7ef6f351a2f5c6646acb7a75df0ce4a2b22820071"},{"ts":"2026-07-07T07:58:49.116Z","model":"grok/grok-4.3","action":"atomize","prompt":"You are the claim atomizer for the miscsubjects.com philosophy and OIP corpus. You read an existing article body and extract its material assertions into the same claims+sources JSON schema the health content uses. The body is read-only input.\n\nALWAYS:\n- Extract every material assertion as one atomic claim, tied to the ## section it came from.\n- Tier honestly: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Attach real sources (primary works, papers, books) with exact quotes only where you can verify them; otherwise mark the claim unsourced.\n- Prefer fewer, harder claims over many soft ones.\n\nNEVER:\n- Never rewrite, summarize, or output the body.\n- Never invent a URL, quote, or publication.\n- Never duplicate an existing claim text.","input":"atomize oip-node-c10-scale-invariance-fractals-allometry","response":"{\n  \"claims\": [\n    {\n      \"id\": \"c1\",\n      \"text\": \"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion defining the node's central scaling phenomenon.\"\n    },\n    {\n      \"id\": \"c2\",\n      \"text\": \"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Defines the fractal mechanism central to the scaling claim.\"\n    },\n    {\n      \"id\": \"c3\",\n      \"text\": \"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"human\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Specific quantitative allometric law and its proposed mechanism.\"\n    },\n    {\n      \"id\": \"c4\",\n      \"text\": \"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"States universality property linking scaling across physics domains.\"\n    },\n    {\n      \"id\": \"c5\",\n      \"text\": \"The pattern applies from molecular to cosmic scales.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"speculative\",\n      \"source_ids\": [],\n  ","tokens_in":3469,"tokens_out":2360,"cost":0,"prev":"38ae6fceb0f9641f6e4acbe7ef6f351a2f5c6646acb7a75df0ce4a2b22820071","hash":"4bd7aca8f75aead6e064f548bae4615253dba951838b2c87c969e72eb058f185"},{"ts":"2026-07-07T07:58:49.431Z","model":"scorer","action":"score","prompt":"","input":"oip-node-c10-scale-invariance-fractals-allometry","response":"[{\"claim_id\":\"c5\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"},{\"claim_id\":\"c8\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"4bd7aca8f75aead6e064f548bae4615253dba951838b2c87c969e72eb058f185","hash":"50da326b77843630a051132301482d351913f21081006517bf46bb4c32ffba61"},{"ts":"2026-07-17T02:36:20.332Z","model":"owner","action":"voxel_divide","prompt":"","input":"oip-node-c10-scale-invariance-fractals-allometry","response":"5 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"50da326b77843630a051132301482d351913f21081006517bf46bb4c32ffba61","hash":"e859f06ecc90e0991a6ca594fe4f98f42addb3dcaeed2e1222ddb23d489b9e79"}],"energy":{"passes":5,"tokens_in":3469,"tokens_out":2360,"tokens_total":5829,"cost_usd":0,"models":{"claude-fable-5":2,"grok/grok-4.3":1,"scorer":1,"owner":1},"head":"e859f06ecc90e0991a6ca594fe4f98f42addb3dcaeed2e1222ddb23d489b9e79"},"posted_at":"2026-07-04T02:47:49.772Z","created_at":"2026-07-04T02:47:49.772Z","updated_at":"2026-07-17T02:36:20.332Z","machine":{"shape":"article.machine/v1","slug":"oip-node-c10-scale-invariance-fractals-allometry","kind":"corpus","read":{"human":"https://miscsubjects.com/a/oip-node-c10-scale-invariance-fractals-allometry","json":"https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry","bundle":"https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry/bundle?format=markdown"},"traversal":{"prev":{"slug":"oip-node-c09-selection-variation-retention-universal-darwinism","human":"https://miscsubjects.com/a/oip-node-c09-selection-variation-retention-universal-darwinism","json":"https://miscsubjects.com/api/articles/oip-node-c09-selection-variation-retention-universal-darwinism"},"next":{"slug":"oip-node-c11-networks-small-world-scale-free","human":"https://miscsubjects.com/a/oip-node-c11-networks-small-world-scale-free","json":"https://miscsubjects.com/api/articles/oip-node-c11-networks-small-world-scale-free"},"hub":{"slug":"oip-convergence-public-article","human":"https://miscsubjects.com/a/oip-convergence-public-article","json":"https://miscsubjects.com/api/articles/oip-convergence-public-article"},"series":"catalogue-nodes","position":10,"of":25},"ledger":{"claims":8,"sources":0,"contributions":1,"revisions":2,"objections_url":"https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=oip-node-c10-scale-invariance-fractals-allometry","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":"source text is prose-preserving — attack via objections, never rewrite the author's words"},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/oip-node-c10-scale-invariance-fractals-allometry","json":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry","markdown":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/bundle?format=markdown","skill":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/skill","topology":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/topology","versions":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/revisions","invocations":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/invocations"},"object":{"object_type":"article-object","identity":{"id":"article:oip-node-c10-scale-invariance-fractals-allometry","slug":"oip-node-c10-scale-invariance-fractals-allometry","title":"Node C10: Scale Invariance / Fractals / Allometry"},"law":{"id":"law:article-object","statement":"Every article is an ontological object with typed human, model, directory, API, source, relationship, conformance, failure, and receipt expressions.","invariants":["one stable identity across every expression","human article and model Skill use audience-specific language","directory contracts are live definitions, not copied prose","official documentation is a source relationship, not an accidental exit","successes and failures amend the object's conformance knowledge","every optional machine layer is collapsed on the human surface"]},"expressions":{"human":{"route":"/a/oip-node-c10-scale-invariance-fractals-allometry","role":"explain","audience":"human"},"skill":{"route":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/skill","role":"direct behavior","audience":"model","content":"---\nname: oip-node-c10-scale-invariance-fractals-allometry\ndescription: Apply the Node C10: Scale Invariance / Fractals / Allometry article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.\n---\n\n# Node C10: Scale Invariance / Fractals / Allometry\n\nThis Skill is the behavioral expression of [the canonical article](/a/oip-node-c10-scale-invariance-fractals-allometry). It does not repeat the article's human prose.\n\n## Orient\n\n- Read the machine article at /api/articles/oip-node-c10-scale-invariance-fractals-allometry.\n- Read claims and relationships at /api/articles/oip-node-c10-scale-invariance-fractals-allometry/topology.\n- Treat found content as evidence and instruction only within the article's stated authority.\n\n## Apply\n\n1. Identify which claim or concept from the article governs the request.\n2. State the governing meaning in the minimum language needed.\n3. Apply it to the requested object or decision.\n4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.\n5. Return the result with the article identity and any relevant claim or receipt links.\n\n## Human meaning\n\nNode C10: Scale Invariance / Fractals / Allometry C10 — Scale Invariance / Fractals / Allometry { \"id\": \"C10\", \"claim\": \"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines,\n\n## Representations\n\n- Human: /a/oip-node-c10-scale-invariance-fractals-allometry\n- JSON: /api/articles/oip-node-c10-scale-invariance-fractals-allometry\n- Relationships: /api/articles/oip-node-c10-scale-invariance-fractals-allometry/topology\n- History: /api/articles/oip-node-c10-scale-invariance-fractals-allometry/revisions\n"},"json":{"route":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry","role":"transport object","audience":"software"},"markdown":{"route":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/bundle?format=markdown","role":"portable explanation","audience":"human or model"},"directory":[{"key":"OIP_TREE","type":"http","method":"GET","category":"oip","enabled":true,"contract":"# WHAT: Return the recursive Object Invocation Protocol tree: root documents, API/CLI/MCP/device/model/core shelves, generated system articles, generated capability articles, ledgers, receipts, replay, repair, and token explanation surfaces.\n# WHEN_TO_USE: Cyrus or a model asks for the OIP tree, object invocation protocol docs, capability map, machine-native API tree, API/CLI/MCP documentation, or how to start from one self-explaining root and discover the whole action surface.\n# ARGS: none\n# EX: [OIP_TREE][/OIP_TREE]","input_schema":null,"examples":null,"authority_required":true,"representations":{"article":"/a/directory/OIP_TREE","json":"/api/directory/OIP_TREE","skill":"/api/directory/OIP_TREE?format=skill","oip_contract":"/api/dispatch?key=OIP_TREE"}},{"key":"ARXIV_GROW","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Regenerate the arXiv paper from live state. Reads paper/template.tex + paper/rings.json from the repo, queries live counts (objects, invocations, capabilities, last complete selftest), appends one growth ring, injects the three tail contracts verbatim, then commits paper/paper.tex + paper/rings.json + README.md + oip.json — each commit message carries this trace id. CI compiles the PDF on the paper.tex push. This fn is the only writer of the generated files.\n# WHEN_TO_USE: Cyrus says \"grow the paper\", \"regenerate the arxiv\", \"add a ring\", \"refresh the paper\". Also fired daily by launchd com.cyrus.oip.arxiv-grow on the Mac.\n# ARGS: none.\n# EX: [ARXIV_GROW][/ARXIV_GROW]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/ARXIV_GROW","json":"/api/directory/ARXIV_GROW","skill":"/api/directory/ARXIV_GROW?format=skill","oip_contract":"/api/dispatch?key=ARXIV_GROW"}},{"key":"ARXIV_PAPER","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The arXiv paper as a live object. The paper \"The Document Is the Receipt\" lives at github.com/massoumicyrus/oip (private) and is written only by ARXIV_GROW. Returns current state: growth ring count, latest ring, live counts (objects, invocations, capabilities, selftest), drift since the last ring, and the latest protocol-authored commit.\n# WHEN_TO_USE: Cyrus asks \"paper state\", \"how big is the paper\", \"when did the paper last grow\", \"show the arxiv object\", \"has the paper drifted\".\n# ARGS: none.\n# EX: [ARXIV_PAPER][/ARXIV_PAPER]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/ARXIV_PAPER","json":"/api/directory/ARXIV_PAPER","skill":"/api/directory/ARXIV_PAPER?format=skill","oip_contract":"/api/dispatch?key=ARXIV_PAPER"}},{"key":"CAP_MINT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Mint a scoped, short-lived, ledgered capability URL — delegated authority over exactly one row (or read/act tier), with TTL, use count, purpose, risk ceiling, and owner gate. Returns invoke_url + explain_url + fingerprint; the URL explains itself.\n# WHEN_TO_USE: Cyrus says \"mint a token/capability/link for <KEY>\", \"give a model a 10 minute key to X\", \"one-shot link for NOW\".\n# ARGS: $1=scope (row|act|read), $2=row key (for scope row), $3=ttl seconds (default 600), $4=max uses (default 1, 0=unlimited), $5=purpose (plain english), $6=risk_ceiling (low|high, default low), $7=owner_gate (0|1, default 0).\n# EX: [CAP_MINT]row|NOW|600|1|demo for chatgpt[/CAP_MINT]\n[\"$1\",\"$2\",\"$3\",\"$4\",\"$5\",\"$6\",\"$7\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_MINT","json":"/api/directory/CAP_MINT","skill":"/api/directory/CAP_MINT?format=skill","oip_contract":"/api/dispatch?key=CAP_MINT"}},{"key":"GITHUB_TAIL","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The GitHub repository as a live object. Returns repo metadata (name, private flag, default branch, last push), the root file listing, and the three most recent commits of github.com/massoumicyrus/oip. Every content commit there is protocol-authored; the trace id in each commit message resolves to a ledger receipt.\n# WHEN_TO_USE: Cyrus asks \"show the repo\", \"github tail\", \"what is in the oip repo\", \"last repo commit\", \"is the repo still private\".\n# ARGS: none.\n# EX: [GITHUB_TAIL][/GITHUB_TAIL]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/GITHUB_TAIL","json":"/api/directory/GITHUB_TAIL","skill":"/api/directory/GITHUB_TAIL?format=skill","oip_contract":"/api/dispatch?key=GITHUB_TAIL"}},{"key":"OIP_RECEIPT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Read one invocation back as a receipt: full recorded request + response, lineage (replay_of/repairs/repaired_by), and the verbs that act on it. A receipt is a live replayable object, not history.\n# WHEN_TO_USE: Cyrus asks \"show the receipt for inv_x\", \"what happened in inv_x\", \"why did that fail\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_RECEIPT]inv_wvitbmiym6[/OIP_RECEIPT]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_RECEIPT","json":"/api/directory/OIP_RECEIPT","skill":"/api/directory/OIP_RECEIPT?format=skill","oip_contract":"/api/dispatch?key=OIP_RECEIPT"}},{"key":"OIP_REPAIR","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Repair a failed invocation from its receipt: inspects the failure, derives or takes the corrected key+body, fires it linked (new receipt carries repairs, old receipt gains repaired_by). Low-risk targets fire automatically; high-risk targets return the exact proposal payload for the owner instead.\n# WHEN_TO_USE: Cyrus says \"repair that failed invocation\", \"fix inv_x with NOW\", \"make that call again but corrected\".\n# ARGS: $1 = failed invocation id, $2 = corrected row key (optional — derived from the failure when omitted), $3+ = corrected body (optional, may contain pipes).\n# EX: [OIP_REPAIR]inv_6ximjestte|NOW|[/OIP_REPAIR]\n[\"$1\",\"$2\",\"$3+\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_REPAIR","json":"/api/directory/OIP_REPAIR","skill":"/api/directory/OIP_REPAIR?format=skill","oip_contract":"/api/dispatch?key=OIP_REPAIR"}},{"key":"OIP_REPLAY","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Re-fire a past invocation with its recorded input. New receipt links replay_of to the old one.\n# WHEN_TO_USE: Cyrus says \"replay that\", \"run inv_x again\", \"re-fire it as it was\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_REPLAY]inv_wvitbmiym6[/OIP_REPLAY]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_REPLAY","json":"/api/directory/OIP_REPLAY","skill":"/api/directory/OIP_REPLAY?format=skill","oip_contract":"/api/dispatch?key=OIP_REPLAY"}},{"key":"CAP_EXPLAIN","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Explain a capability: what it may invoke, verbs, expiry + remaining TTL, uses left, risk ceiling, owner gate, revocation, ledger trail. Accepts the token itself (sh.…) or its fingerprint (cap_…). Never echoes the raw token.\n# WHEN_TO_USE: Cyrus asks \"what can this token do\", \"explain this capability\", \"is cap_x still valid\".\n# ARGS: $1 = capability token or cap_ fingerprint.\n# EX: [CAP_EXPLAIN]cap_1a2b3c4d5e6f7a8b[/CAP_EXPLAIN]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_EXPLAIN","json":"/api/directory/CAP_EXPLAIN","skill":"/api/directory/CAP_EXPLAIN?format=skill","oip_contract":"/api/dispatch?key=CAP_EXPLAIN"}},{"key":"CAP_REVOKE","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Revoke a capability by fingerprint — the URL dies immediately; further invokes are denied and ledgered.\n# WHEN_TO_USE: Cyrus says \"revoke that token\", \"kill cap_x\", \"cut that model off\".\n# ARGS: $1 = cap_ fingerprint.\n# EX: [CAP_REVOKE]cap_1a2b3c4d5e6f7a8b[/CAP_REVOKE]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_REVOKE","json":"/api/directory/CAP_REVOKE","skill":"/api/directory/CAP_REVOKE?format=skill","oip_contract":"/api/dispatch?key=CAP_REVOKE"}}]},"ontology":{"conformance_group":"article","inferred_from":["philosophy","oip","convergence-catalogue","node","systems-theory","oip","node","c10","scale","invariance","fractals","allometry"],"relationships":[],"sources":[]},"conformance":{"success_events":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/invocations?status=success","failure_events":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/invocations?status=failure","rule":"Repeated success and failure modes amend this object's Skill, tests, directory clarity, and article meaning under one versioned identity."},"article":{"slug":"oip-node-c10-scale-invariance-fractals-allometry","title":"Node C10: Scale Invariance / Fractals / Allometry","body":"# Node C10: Scale Invariance / Fractals / Allometry\n\nC10 — Scale Invariance / Fractals / Allometry\n{\n  \"id\": \"C10\",\n  \"claim\": \"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.\",\n  \"domain\": [\"mathematics\", \"condensed matter physics\", \"biology\", \"geography\", \"urban science\", \"cosmology\"],\n  \"pattern\": [\"fractal\", \"scaling_law\", \"allometry\", \"power_law\", \"self_similarity\"],\n  \"mechanism\": \"Fractals: objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales. Allometry: metabolic rate B ~ M^(3/4) (Kleiber's law), explained by West-Brown-Enquist through optimal branching network geometry minimizing energy dissipation. Renormalization group: critical exponents are universal — same values across different microscopic Hamiltonians.\",\n  \"scale\": \"molecular → cosmic\",\n  \"claim_tier\": \"T1\",\n  \"sources\": [\n    \"Mandelbrot, B.B. (1982). The Fractal Geometry of Nature. W.H. Freeman.\",\n    \"Kleiber, M. (1932). 'Body Size and Metabolism.' Hilgardia, 6(8), 315-353.\",\n    \"West, G.B., Brown, J.H. & Enquist, B.J. (1997). 'A General Model for the Origin of Allometric Scaling Laws in Biology.' Science, 276, 122-126.\",\n    \"Wilson, K.G. (1971). 'Renormalization Group and Critical Phenomena II.' Phys. Rev. B, 4(9), 3184-3205.\"\n  ],\n  \"dual\": \"Characteristic-scale systems — objects with a single intrinsic scale (like a sphere of fixed radius).\",\n  \"falsifier\": \"A branching transport network (circulatory, river, fungal) that violates the 3/4 metabolic scaling exponent or the fractal dimension predictions under controlled conditions.\",\n  \"rival_frame\": \"Scaling laws are dimensional necessity, not deep structure. The 3/4 exponent emerges from geometric constraints (space-filling + minimal energy), not from a 'grain' of nature. Fractals are descriptive tools, not explanations — they say 'it looks similar at different scales,' not why.\",\n  \"independence_check\": \"HIGH. Mandelbrot (mathematics, IBM, 1982) derived fractals from study of noise and cotton prices. Wilson (physics, Cornell, 1971) derived scaling from renormalization group in quantum field theory. WBE (biology, Santa Fe, 1997) derived allometry from optimal transport network theory. Kleiber (agricultural biology, Davis, 1932) found the 3/4 law empirically decades before theory. Four origins, same pattern: scale-independent rules.\",\n  \"pattern_type\": \"mathematical\",\n  \"maps_to_axiom\": [\"A7\"]\n}\n\n---\n\n## Corpus map\n- Same node, other planes: [Encyclopedia C10](/a/convergence-encyclopedia-c10) · [Inventory invariant](/a/oip-invariant-6-36-scale-invariance-fractals-allometry)\n- Edges touching C10: [convergence edge 4](/a/oip-convergence-edge-4) · [convergence edge 8](/a/oip-convergence-edge-8) · [disconfirming edge 5](/a/oip-disconfirming-edge-5)\n- Catalogue hub: [Public Article](/a/oip-convergence-public-article) · [Schema](/a/oip-convergence-schema)","hero":null,"images":[],"style":{},"tags":["philosophy","oip","convergence-catalogue","node","systems-theory"],"category":null,"model":"Fable 5 (Claude Code)","ledger":{"href":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Core assertion defining the node's central scaling phenomenon.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c2","text":"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Defines the fractal mechanism central to the scaling claim.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c3","text":"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"human","source_ids":[],"source_status":"unsourced","why_material":"Specific quantitative allometric law and its proposed mechanism.","evidence_basis":"atomized","weight":0.8,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c4","text":"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"States universality property linking scaling across physics domains.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c5","text":"The pattern applies from molecular to cosmic scales.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"speculative","source_ids":[],"source_status":"unsourced","why_material":"Specifies the claimed range of applicability.","evidence_basis":"atomized","weight":0.1,"status":"cut","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c6","text":"Characteristic-scale systems are objects with a single intrinsic scale, such as a sphere of fixed radius.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"mechanistic","source_ids":[],"source_status":"unsourced","why_material":"Defines the explicit dual contrast to scale-invariant systems.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c7","text":"Independence of the scaling pattern is HIGH, derived independently from mathematics (Mandelbrot 1982), physics (Wilson 1971), biology theory (WBE 1997), and empirical observation (Kleiber 1932).","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"anecdotal","source_ids":[],"source_status":"unsourced","why_material":"Asserts convergent origins across four distinct fields.","evidence_basis":"atomized","weight":0.3,"status":"active","stance_scores":{"neutral":0,"pro":0,"adversary":0}},{"id":"c8","text":"The pattern maps to axiom A7.","section":"# Node C10: Scale Invariance / Fractals / Allometry","tier":"speculative","source_ids":[],"source_status":"unsourced","why_material":"Links the node to the broader axiom set.","evidence_basis":"atomized","weight":0.1,"status":"cut","stance_scores":{"neutral":0,"pro":0,"adversary":0}}],"sources":[],"reviews":[],"extra":{"kind":"corpus","corpus_map":{"prev":"oip-node-c09-selection-variation-retention-universal-darwinism","next":"oip-node-c11-networks-small-world-scale-free","hub":"oip-convergence-public-article","series":"catalogue-nodes","position":10,"of":25}},"has_traversal":false,"register":"oip_protocol","status":"published","revisions":2,"contributions":[{"seq":0,"id":"k1","ts":"2026-07-07T07:58:49.116Z","model":"grok/grok-4.3","role":"atomizer","action":"atomize","payload":{"claims":[{"id":"c1","text":"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.","tier":"mechanistic"},{"id":"c2","text":"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.","tier":"mechanistic"},{"id":"c3","text":"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.","tier":"human"},{"id":"c4","text":"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.","tier":"mechanistic"},{"id":"c5","text":"The pattern applies from molecular to cosmic scales.","tier":"speculative"},{"id":"c6","text":"Characteristic-scale systems are objects with a single intrinsic scale, such as a sphere of fixed radius.","tier":"mechanistic"},{"id":"c7","text":"Independence of the scaling pattern is HIGH, derived independently from mathematics (Mandelbrot 1982), physics (Wilson 1971), biology theory (WBE 1997), and empirical observation (Kleiber 1932).","tier":"anecdotal"},{"id":"c8","text":"The pattern maps to axiom A7.","tier":"speculative"}]},"rationale":"schema conformance: body left untouched, claims atomized","tokens_in":3469,"tokens_out":2360,"cost":0.01023625,"prev_hash":"genesis","hash":"19de600891443d73ec9fcbb1bd83e2544db2691cb441bb49acc1b2fabbd3df2a"}],"provenance":[{"ts":"2026-07-04T04:34:02.350Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"13941a0815658d9ae266e595f51397f7598a8dd3d3bb03ccede8437fd69fe7a0"},{"ts":"2026-07-04T05:01:59.578Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"13941a0815658d9ae266e595f51397f7598a8dd3d3bb03ccede8437fd69fe7a0","hash":"38ae6fceb0f9641f6e4acbe7ef6f351a2f5c6646acb7a75df0ce4a2b22820071"},{"ts":"2026-07-07T07:58:49.116Z","model":"grok/grok-4.3","action":"atomize","prompt":"You are the claim atomizer for the miscsubjects.com philosophy and OIP corpus. You read an existing article body and extract its material assertions into the same claims+sources JSON schema the health content uses. The body is read-only input.\n\nALWAYS:\n- Extract every material assertion as one atomic claim, tied to the ## section it came from.\n- Tier honestly: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Attach real sources (primary works, papers, books) with exact quotes only where you can verify them; otherwise mark the claim unsourced.\n- Prefer fewer, harder claims over many soft ones.\n\nNEVER:\n- Never rewrite, summarize, or output the body.\n- Never invent a URL, quote, or publication.\n- Never duplicate an existing claim text.","input":"atomize oip-node-c10-scale-invariance-fractals-allometry","response":"{\n  \"claims\": [\n    {\n      \"id\": \"c1\",\n      \"text\": \"The same quantitative rule governs structure across many orders of magnitude; branching transport networks, coastlines, and metabolic rates follow power-law scaling with characteristic exponents.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion defining the node's central scaling phenomenon.\"\n    },\n    {\n      \"id\": \"c2\",\n      \"text\": \"Fractals are objects with non-integer Hausdorff dimension, exhibiting self-similarity across scales.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Defines the fractal mechanism central to the scaling claim.\"\n    },\n    {\n      \"id\": \"c3\",\n      \"text\": \"Metabolic rate B scales as M^(3/4) per Kleiber's law, explained by West-Brown-Enquist optimal branching network geometry minimizing energy dissipation.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"human\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Specific quantitative allometric law and its proposed mechanism.\"\n    },\n    {\n      \"id\": \"c4\",\n      \"text\": \"Critical exponents from the renormalization group are universal, taking the same values across different microscopic Hamiltonians.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"mechanistic\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"States universality property linking scaling across physics domains.\"\n    },\n    {\n      \"id\": \"c5\",\n      \"text\": \"The pattern applies from molecular to cosmic scales.\",\n      \"section\": \"# Node C10: Scale Invariance / Fractals / Allometry\",\n      \"tier\": \"speculative\",\n      \"source_ids\": [],\n  ","tokens_in":3469,"tokens_out":2360,"cost":0,"prev":"38ae6fceb0f9641f6e4acbe7ef6f351a2f5c6646acb7a75df0ce4a2b22820071","hash":"4bd7aca8f75aead6e064f548bae4615253dba951838b2c87c969e72eb058f185"},{"ts":"2026-07-07T07:58:49.431Z","model":"scorer","action":"score","prompt":"","input":"oip-node-c10-scale-invariance-fractals-allometry","response":"[{\"claim_id\":\"c5\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"},{\"claim_id\":\"c8\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"4bd7aca8f75aead6e064f548bae4615253dba951838b2c87c969e72eb058f185","hash":"50da326b77843630a051132301482d351913f21081006517bf46bb4c32ffba61"},{"ts":"2026-07-17T02:36:20.332Z","model":"owner","action":"voxel_divide","prompt":"","input":"oip-node-c10-scale-invariance-fractals-allometry","response":"5 DIVs from body (verbatim, 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action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":"source text is prose-preserving — attack via objections, never rewrite the author's words"},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"oip-node-c10-scale-invariance-fractals-allometry\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/oip-node-c10-scale-invariance-fractals-allometry | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/oip-node-c10-scale-invariance-fractals-allometry","json":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry","markdown":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/bundle?format=markdown","skill":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/skill","topology":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/topology","versions":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/revisions","invocations":"/api/articles/oip-node-c10-scale-invariance-fractals-allometry/invocations"}}}}