Latent Environmental Residual Inference in the Volumetric Time Model
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| Format: | Recurso digital |
| Langue: | anglais |
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2026
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| _version_ | 1866901105890295808 |
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| author | Ralph, Clayton |
| author_facet | Ralph, Clayton |
| contents | <p><strong>This record is the preprint of “Latent Environmental Residual Inference in the Volumetric Time Model (LERI): Operational Accessibility from Photon-Mediated Records.”</strong></p> <p><br>The accompanying <strong>E-LERI SUITE.zip</strong> provides the Tier-1 numerical experiment artifacts referenced in the paper (configuration, CSV outputs, and figure PNGs).</p> <p>The package includes <code>config.json</code>, <code>summary.json</code>, CSV outputs, and figure PNGs for three experiments:</p> <ul> <li> <p><strong>E-LERI-1 (Analytic vs Numeric Horizon):</strong> Confirms the closed-form access-horizon expression matches the numeric mutual-information crossing in a toy Gaussian channel.</p> </li> <li> <p><strong>E-LERI-2 (Record Chain Detectability + Horizon):</strong> Demonstrates decay of estimated coupling with delay and detects an operational horizon using a conservative null-quantile floor and persistence gating.</p> </li> <li> <p><strong>E-LERI-3 (Shielding Sweep):</strong> Models shielding as record-gain attenuation and shows calibrated detectability collapsing toward null as gain decreases.</p> </li> </ul> <p><strong>Key outputs (representative run):</strong></p> <ul> <li> <p>Toy analytic horizon: <code>tau_h_plus ~= 282.544</code></p> </li> <li> <p>Record-chain operational horizon: <code>tau_h = 304</code></p> </li> <li> <p>Conservative null maxima (tau >= 1): shuffle and shift controls on the order of ~1e-3 bits</p> </li> </ul> <p><strong>Files:</strong> <code>config.json</code>, <code>summary.json</code>, <code>e_leri_*.csv</code>, <code>E_LERI_*.png</code>, <code>README.txt</code>, <code>LICENSE.txt</code>.</p> <p><strong>How to cite:</strong><br>Clayton, Ralph (2026). <em>Latent Environmental Residual Inference in the Volumetric Time Model.</em> Zenodo. <a href="https://doi.org/10.5281/zenodo.18889547" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.18889547</a></p> <p><strong>Supplementary materials:</strong><br><strong>E-LERI SUITE.zip</strong> contains the Tier-1 experiment artifacts supporting the preprint.</p> <p><strong>Related publication:</strong><br>Clayton, Ralph (2026). <em>The Volumetric Time Model: Constraint-Conditioned Histories and the Operational Origins of Perceived Agency.</em> <a href="https://doi.org/10.5281/zenodo.18634215" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.18634215</a></p> <p><strong>Keywords:</strong> LERI, operational accessibility, mutual information, detectability horizon, null calibration, record chain, photon-mediated records, information theory, Volumetric Time Model, shielding sweep, VTM</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18889547 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Latent Environmental Residual Inference in the Volumetric Time Model Ralph, Clayton Physics Physics Mathematical physics Physics/methods Physics/standards Particle physics Quantum physics Theoretical physics <p><strong>This record is the preprint of “Latent Environmental Residual Inference in the Volumetric Time Model (LERI): Operational Accessibility from Photon-Mediated Records.”</strong></p> <p><br>The accompanying <strong>E-LERI SUITE.zip</strong> provides the Tier-1 numerical experiment artifacts referenced in the paper (configuration, CSV outputs, and figure PNGs).</p> <p>The package includes <code>config.json</code>, <code>summary.json</code>, CSV outputs, and figure PNGs for three experiments:</p> <ul> <li> <p><strong>E-LERI-1 (Analytic vs Numeric Horizon):</strong> Confirms the closed-form access-horizon expression matches the numeric mutual-information crossing in a toy Gaussian channel.</p> </li> <li> <p><strong>E-LERI-2 (Record Chain Detectability + Horizon):</strong> Demonstrates decay of estimated coupling with delay and detects an operational horizon using a conservative null-quantile floor and persistence gating.</p> </li> <li> <p><strong>E-LERI-3 (Shielding Sweep):</strong> Models shielding as record-gain attenuation and shows calibrated detectability collapsing toward null as gain decreases.</p> </li> </ul> <p><strong>Key outputs (representative run):</strong></p> <ul> <li> <p>Toy analytic horizon: <code>tau_h_plus ~= 282.544</code></p> </li> <li> <p>Record-chain operational horizon: <code>tau_h = 304</code></p> </li> <li> <p>Conservative null maxima (tau >= 1): shuffle and shift controls on the order of ~1e-3 bits</p> </li> </ul> <p><strong>Files:</strong> <code>config.json</code>, <code>summary.json</code>, <code>e_leri_*.csv</code>, <code>E_LERI_*.png</code>, <code>README.txt</code>, <code>LICENSE.txt</code>.</p> <p><strong>How to cite:</strong><br>Clayton, Ralph (2026). <em>Latent Environmental Residual Inference in the Volumetric Time Model.</em> Zenodo. <a href="https://doi.org/10.5281/zenodo.18889547" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.18889547</a></p> <p><strong>Supplementary materials:</strong><br><strong>E-LERI SUITE.zip</strong> contains the Tier-1 experiment artifacts supporting the preprint.</p> <p><strong>Related publication:</strong><br>Clayton, Ralph (2026). <em>The Volumetric Time Model: Constraint-Conditioned Histories and the Operational Origins of Perceived Agency.</em> <a href="https://doi.org/10.5281/zenodo.18634215" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.18634215</a></p> <p><strong>Keywords:</strong> LERI, operational accessibility, mutual information, detectability horizon, null calibration, record chain, photon-mediated records, information theory, Volumetric Time Model, shielding sweep, VTM</p> |
| title | Latent Environmental Residual Inference in the Volumetric Time Model |
| topic | Physics Physics Mathematical physics Physics/methods Physics/standards Particle physics Quantum physics Theoretical physics |
| url | https://doi.org/10.5281/zenodo.18889547 |