Table · dataset · 2026
Saved interval certificates and data for "Net chemical-input accounting and certified local prediction comparisons in an autonomous sensor-gated memory"
Listed in figshare
<p dir="ltr">Saved scientific evidence for the accompanying preprint by Satoshi Kawasaki.
Description
This collection contains 62 scientific-unit archives, exact certificate endpoints and saved replay records, a selected atlas of 139 proof leaves, the 18-leaf representative closed tile, model and chemical-input definitions, figure data, and manuscript/figure source. The comparison is between one fixed source-coupled device D and an explicitly selected subset of the sensor-decoupled family M0, under the common stationary net chemical-input ceiling 1/16.
On the representative tile, the certified loss difference is at least 0.000041541819 and the M0 input is at most 0.055674903464. The extended union has the smaller common gap 0.000000017735. The fixed D input is at most 0.061231651003.
Read the rest (4 more)
These are outward bounds, not equal expenditures, full-family optimality, or a full physical lifecycle accounting. The portable publication check verifies file hashes, the selected-leaf inventory, saved endpoints and outward displays, and inherited region geometry. Historical mathematical replay source and saved results are included; a single portable end-to-end mathematical replay for all 139 leaves is not supplied.
The README distinguishes these scopes and records public-copy transformations and dependency-audit limitations. The full finite-grid production archive and private reviewer/chat records are excluded. No new model evaluation or certificate regeneration was performed for this publication assembly.
This is evidence accompanying an unreviewed preprint. AI-assisted checks are not human or institutional independent peer review. Original text, figures and data: CC BY 4.0.
Author-provided software: MIT; retained third-party notices apply.</p><p dir="ltr">Version 2 corrects five leaf-source index attributions, strengthens source-reference checks, and updates manuscript presentation and DOI documentation; all 62 scientific-unit archives, 139 adopted leaves, and scientific guarantees are unchanged.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33940990.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Mathematics & Statistics · Medicine & Health · Ocean & Atmospheric Science · Physics · Social Science · Thermodynamics and statistical physics
- Inferred from text
- Text 75%
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33940990 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:510304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Thermodynamics and statistical physics'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:physics | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |