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Table · dataset · 2026

Saved interval certificates and data for "Net chemical-input accounting and certified local prediction comparisons in an autonomous sensor-gated memory"

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<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.

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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>

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Inferred from text
Text 75%
Provenance · 1 source records, 20 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/339409904 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:physicsmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[modality].local:modality:textenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
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