{"data":[{"id":"10.5281/zenodo.23241271","type":"dois","attributes":{"doi":"10.5281/zenodo.23241271","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["Chronos eye Labs"],"givenName":"Maycol Jhonatan","familyName":"Benavides Sánchez","name":"Benavides Sánchez, Maycol Jhonatan","nameIdentifiers":[]}],"titles":[{"title":"Computación Paraconsistente en Silicio, Análisis Armónico de la Barrera OGP y Termodinámica de la Complejidad: Una Microarquitectura de Divergencia Cero, Cristalización Tensorial HDC y Demostración Experimental de la Dualidad Ontológica en GPU"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Paraconsistent Computing"},{"subject":"GPGPU Architecture"},{"subject":"Belnap Bilattice"},{"subject":"Overlap Gap Property"},{"subject":"Replica Symmetry Breaking"},{"subject":"Spin Glasses"},{"subject":"Hyperdimensional Computing"},{"subject":"Formal Verification"},{"subject":"SMT Solver"},{"subject":"Zero Warp Divergence"},{"subject":"Computational Complexity"},{"subject":"SAT Solving"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"es","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241272","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Presentamos la primera arquitectura de ejecución en silicio paraconsistente capaz de evaluar redes de restricciones densas en el bilattice tetravalente L4 de Belnap con cero divergencia de warp, materializada sobre la memoria SRAM de una GPU comercial NVIDIA Ampere. Mediante la compilación topológica de hipergrafos a tensores ortogonales de 10,240 bits y la resolución atómica de colisiones deductivas en tiempo físico constante O(1), el sistema erradica la latencia de punteros y procesa más de 62.7 billones de ciclos de ALU a lo largo de transiciones de fase combinatorias.\n\nProveemos verificación formal mecanizada en Microsoft Research Z3 (190,854 conflictos explorados), certificando analíticamente la preservación estricta de la verdad (Soundness) y la absorción determinista de ruido. Demostramos formal y empíricamente que la intratabilidad de la computación clásica emana de la ceguera espectral de los circuitos booleanos (Teorema de Linial-Mansour-Nisan) al colisionar con la Overlap Gap Property (OGP) en el régimen de Ruptura de Simetría de Réplicas (1RSB), confirmando la constante de crecimiento asintótico O(2^{0.1204 N}).\n\nLa monografía unifica la microarquitectura de semiconductores, el análisis armónico booleano y la física estadística de vidrios de espín, liberando de forma abierta los artefactos reproducibles para su aplicación directa en la aceleración de pruebas criptográficas de conocimiento cero (ZK) y la optimización combinatoria a gran escala."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241271","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2026-10-08T14:47:34Z","registered":"2026-10-08T14:47:34Z","published":null,"updated":"2026-10-08T14:47:34Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241272","type":"dois","attributes":{"doi":"10.5281/zenodo.23241272","identifiers":[{"identifier":"oai:zenodo.org:23241272","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["Chronos eye Labs"],"givenName":"Maycol Jhonatan","familyName":"Benavides Sánchez","name":"Benavides Sánchez, Maycol Jhonatan","nameIdentifiers":[]}],"titles":[{"title":"Computación Paraconsistente en Silicio, Análisis Armónico de la Barrera OGP y Termodinámica de la Complejidad: Una Microarquitectura de Divergencia Cero, Cristalización Tensorial HDC y Demostración Experimental de la Dualidad Ontológica en GPU"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Paraconsistent Computing"},{"subject":"GPGPU Architecture"},{"subject":"Belnap Bilattice"},{"subject":"Overlap Gap Property"},{"subject":"Replica Symmetry Breaking"},{"subject":"Spin Glasses"},{"subject":"Hyperdimensional Computing"},{"subject":"Formal Verification"},{"subject":"SMT Solver"},{"subject":"Zero Warp Divergence"},{"subject":"Computational Complexity"},{"subject":"SAT Solving"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"es","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23241271","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Presentamos la primera arquitectura de ejecución en silicio paraconsistente capaz de evaluar redes de restricciones densas en el bilattice tetravalente L4 de Belnap con cero divergencia de warp, materializada sobre la memoria SRAM de una GPU comercial NVIDIA Ampere. Mediante la compilación topológica de hipergrafos a tensores ortogonales de 10,240 bits y la resolución atómica de colisiones deductivas en tiempo físico constante O(1), el sistema erradica la latencia de punteros y procesa más de 62.7 billones de ciclos de ALU a lo largo de transiciones de fase combinatorias.\n\nProveemos verificación formal mecanizada en Microsoft Research Z3 (190,854 conflictos explorados), certificando analíticamente la preservación estricta de la verdad (Soundness) y la absorción determinista de ruido. Demostramos formal y empíricamente que la intratabilidad de la computación clásica emana de la ceguera espectral de los circuitos booleanos (Teorema de Linial-Mansour-Nisan) al colisionar con la Overlap Gap Property (OGP) en el régimen de Ruptura de Simetría de Réplicas (1RSB), confirmando la constante de crecimiento asintótico O(2^{0.1204 N}).\n\nLa monografía unifica la microarquitectura de semiconductores, el análisis armónico booleano y la física estadística de vidrios de espín, liberando de forma abierta los artefactos reproducibles para su aplicación directa en la aceleración de pruebas criptográficas de conocimiento cero (ZK) y la optimización combinatoria a gran escala."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241272","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:47:33Z","registered":"2026-10-08T14:47:33Z","published":null,"updated":"2026-10-08T14:47:33Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241510","type":"dois","attributes":{"doi":"10.5281/zenodo.23241510","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["Independent Researcher, Seoul, Republic of Korea"],"givenName":"Wonsik","familyName":"Choi","name":"Choi, Wonsik","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0001-4263-9772"}]},{"nameType":"Personal","givenName":"Jeongin","familyName":"Choi","name":"Choi, Jeongin","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"From Number Structure to Particle Selection: A Possible Readout and Its Energy–Pressure Constraints in a Finite WRRA Toy Model"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"WRRA"},{"subject":"finite toy model"},{"subject":"prime factorization"},{"subject":"particle selection"},{"subject":"quantum channel"},{"subject":"energy pressure compatibility"},{"subject":"reproducibility"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"https://github.com/Wonsik-Choi-janefather/wrra-m-0.1/tree/main/submission/particle_selection_v0_2","relatedIdentifierType":"URL"},{"relationType":"References","relatedIdentifier":"10.5281/zenodo.23237629","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241511","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"0.2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"A finite WRRA toy-model study of one possible connection from prime-factor structure to particle-selection probabilities. Known electron and muon properties are supplied inputs. A prime-occurrence collision statistic defines a conditional two-channel readout, with a consistent state extension and explicit energy/pressure accounting. A sectorwise criterion distinguishes reference-energy agreement from pressure compatibility. Four archived r11 preparations are reconstructed for the phenotype sector; D=0.268 and R=0.682 remain inherited inputs. Reversed and constant-routing controls are included. All 47 implementation checks pass. The readout is a modelling possibility, not an empirically established particle-generation mechanism; the fixed-occupation pressure diagnostic excludes decay, production and annihilation. Includes English manuscript, Korean guide, reproducible code, archived inputs, results, and clearly labelled internal AI review.\n\nGitHub: https://github.com/Wonsik-Choi-janefather/wrra-m-0.1/tree/main/submission/particle_selection_v0_2Prior r11 record: https://doi.org/10.5281/zenodo.23237629"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241510","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:46:25Z","registered":"2026-10-08T14:46:25Z","published":null,"updated":"2026-10-08T14:46:25Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241511","type":"dois","attributes":{"doi":"10.5281/zenodo.23241511","identifiers":[{"identifier":"oai:zenodo.org:23241511","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["Independent Researcher, Seoul, Republic of Korea"],"givenName":"Wonsik","familyName":"Choi","name":"Choi, Wonsik","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0001-4263-9772"}]},{"nameType":"Personal","givenName":"Jeongin","familyName":"Choi","name":"Choi, Jeongin","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"From Number Structure to Particle Selection: A Possible Readout and Its Energy–Pressure Constraints in a Finite WRRA Toy Model"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"WRRA"},{"subject":"finite toy model"},{"subject":"prime factorization"},{"subject":"particle selection"},{"subject":"quantum channel"},{"subject":"energy pressure compatibility"},{"subject":"reproducibility"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"https://github.com/Wonsik-Choi-janefather/wrra-m-0.1/tree/main/submission/particle_selection_v0_2","relatedIdentifierType":"URL"},{"relationType":"References","relatedIdentifier":"10.5281/zenodo.23237629","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23241510","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"0.2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"A finite WRRA toy-model study of one possible connection from prime-factor structure to particle-selection probabilities. Known electron and muon properties are supplied inputs. A prime-occurrence collision statistic defines a conditional two-channel readout, with a consistent state extension and explicit energy/pressure accounting. A sectorwise criterion distinguishes reference-energy agreement from pressure compatibility. Four archived r11 preparations are reconstructed for the phenotype sector; D=0.268 and R=0.682 remain inherited inputs. Reversed and constant-routing controls are included. All 47 implementation checks pass. The readout is a modelling possibility, not an empirically established particle-generation mechanism; the fixed-occupation pressure diagnostic excludes decay, production and annihilation. Includes English manuscript, Korean guide, reproducible code, archived inputs, results, and clearly labelled internal AI review.\n\nGitHub: https://github.com/Wonsik-Choi-janefather/wrra-m-0.1/tree/main/submission/particle_selection_v0_2Prior r11 record: https://doi.org/10.5281/zenodo.23237629"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241511","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:46:24Z","registered":"2026-10-08T14:46:24Z","published":null,"updated":"2026-10-08T14:46:24Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.26124/becprep2026-0016","type":"dois","attributes":{"doi":"10.26124/becprep2026-0016","identifiers":[],"creators":[{"nameType":"Personal","affiliation":[],"givenName":"Waqar","familyName":"Ahmad","name":"Ahmad, Waqar","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"Z","familyName":"Sumbalová","name":"Sumbalová, Z","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"Z","familyName":"Bystrická","name":"Bystrická, Z","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"E","familyName":"Hovancová","name":"Hovancová, E","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"S","familyName":"Poništ","name":"Poništ, S","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"F","familyName":"Drafi","name":"Drafi, F","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"K","familyName":"Svik","name":"Svik, K","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"J","familyName":"Muchová","name":"Muchová, J","nameIdentifiers":[]},{"nameType":"Personal","affiliation":[],"givenName":"K","familyName":"Bauerová","name":"Bauerová, K","nameIdentifiers":[]}],"titles":[{"titleType":null,"lang":"en","title":"Effects of β-cryptoxanthin alone and in combination with methotrexate on inflammation, cardiac mitochondrial respiration and antioxidant status in experimental arthritis"}],"publisher":"BEC preprints","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN"},"relatedIdentifiers":[],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[],"descriptions":[{"descriptionType":"Other","description":"Contribution to MiP2026\t","lang":null},{"descriptionType":"Abstract","description":"Rheumatoid arthritis (RA) is usually associated with systemic inflammation and cardiovascular disease. The effect of beta-cryptoxanthin (CRY) alone and in conjunction with a subtherapeutic dose of methotrexate (MTX) on inflammation, heart mitochondrial respiration and antioxidant status were studied in rats with adjuvant arthritis. CRY monotherapy did not reduce paw oedema and further impaired several mitochondrial respiratory parameters. Conversely, combination CRY+MTX therapy reduced early paw oedema and plasma IL-17A levels and enhanced lipophilic antioxidant capacity in cardiac mitochondria. These findings suggest varied CRY effects depending on the treatment environment and support the concept that its association with MTX could promote beneficial anti-inflammatory and mitochondrial antioxidant effects in experimental arthritis.","lang":null}],"geoLocations":[],"fundingReferences":[],"url":"https://www.bioenergetics-communications.org/index.php/BECpreprints/article/view/ahmad_2026.16","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"fabricaForm","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-01T15:44:56Z","registered":"2026-10-08T14:44:18Z","published":null,"updated":"2026-10-08T14:44:18Z"},"relationships":{"client":{"data":{"id":"zbmed.oroboros","type":"clients"}}}},{"id":"10.5281/zenodo.23240834","type":"dois","attributes":{"doi":"10.5281/zenodo.23240834","identifiers":[],"creators":[{"nameType":"Personal","familyName":"Anton Kleschev","name":"Anton Kleschev","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Toroidal Black Holes: Obscura Turn, Emergent 4 + 1D Hypermechanics, and Hyperlight Transport"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Flower of Life"},{"subject":"toroidal black hole"},{"subject":"Obscura turn"},{"subject":"4+1 hypermechanics"},{"subject":"5D"},{"subject":"emergent dimension"},{"subject":"hyperlight"},{"subject":"Navier–Stokes"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23240835","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"We present a corrected and expanded formulation of the Toroidal Black Hole (TBH) hypothesis, with the toroidal circulation itself used as the primary kinematic object. The defining motion is a single oriented circulation with one master parameter s. The torus is a stationary carrier in the kinematic benchmark: the circulation rolls the toroidal tube into its own closed geometry, in place, rather than translating the torus. “Outward” denotes the large (major) circle sector and “inward” denotes the small (minor) circle sector around the tube cross-section. They are two geometric aspects of the same motion; the circulation never reverses.At sufficiently large circulation speed and sufficient mass, the TBH hypothesis assumes that this one circulation drives the torus toward an effective critical-density/compactness locus. That locus is the model’s operational representation of the black-hole singularity and acts as the gateway to an emergent 4 + 1-dimensional hypermechanical regime. In classical GR, however, a singularity is not a finite material density; accordingly, the critical density introduced here is explicitly a phenomenological activation proxy rather than a replacement for the mathematical singularity concept.The Obscura is then treated as an aperture-like projection interface: the exterior 3 + 1 content is projected through the singular gateway into the activated interior. The camera- obscura analogy is structural rather than optical: inversion of a projected image motivates the proposed inversion of the operational roles of time and space at the dimensional transition, while standard local photon propagation remains governed by the ordinary light cone."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23240834","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2026-10-08T14:19:28Z","registered":"2026-10-08T14:19:28Z","published":null,"updated":"2026-10-08T14:43:49Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23240835","type":"dois","attributes":{"doi":"10.5281/zenodo.23240835","identifiers":[{"identifier":"oai:zenodo.org:23240835","identifierType":"oai"}],"creators":[{"nameType":"Personal","familyName":"Anton Kleschev","name":"Anton Kleschev","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Toroidal Black Holes: Obscura Turn, Emergent 4 + 1D Hypermechanics, and Hyperlight Transport"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Flower of Life"},{"subject":"toroidal black hole"},{"subject":"Obscura turn"},{"subject":"4+1 hypermechanics"},{"subject":"5D"},{"subject":"emergent dimension"},{"subject":"hyperlight"},{"subject":"Navier–Stokes"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23240834","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"We present a corrected and expanded formulation of the Toroidal Black Hole (TBH) hypothesis, with the toroidal circulation itself used as the primary kinematic object. The defining motion is a single oriented circulation with one master parameter s. The torus is a stationary carrier in the kinematic benchmark: the circulation rolls the toroidal tube into its own closed geometry, in place, rather than translating the torus. “Outward” denotes the large (major) circle sector and “inward” denotes the small (minor) circle sector around the tube cross-section. They are two geometric aspects of the same motion; the circulation never reverses.At sufficiently large circulation speed and sufficient mass, the TBH hypothesis assumes that this one circulation drives the torus toward an effective critical-density/compactness locus. That locus is the model’s operational representation of the black-hole singularity and acts as the gateway to an emergent 4 + 1-dimensional hypermechanical regime. In classical GR, however, a singularity is not a finite material density; accordingly, the critical density introduced here is explicitly a phenomenological activation proxy rather than a replacement for the mathematical singularity concept.The Obscura is then treated as an aperture-like projection interface: the exterior 3 + 1 content is projected through the singular gateway into the activated interior. The camera- obscura analogy is structural rather than optical: inversion of a projected image motivates the proposed inversion of the operational roles of time and space at the dimensional transition, while standard local photon propagation remains governed by the ordinary light cone."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23240835","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-08T14:19:27Z","registered":"2026-10-08T14:19:27Z","published":null,"updated":"2026-10-08T14:43:49Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241462","type":"dois","attributes":{"doi":"10.5281/zenodo.23241462","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["SocrateAI Lab"],"givenName":"Xavier","familyName":"Callens","name":"Callens, Xavier","nameIdentifiers":[]}],"titles":[{"title":"Exact exponential rates for the discrete Calderon problem on lattice strips, and what transient data do not change"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"inverse problems"},{"subject":"discrete Calderon problem"},{"subject":"resistor networks"},{"subject":"condition number"},{"subject":"Vandermonde matrices"},{"subject":"potential theory"},{"subject":"preregistration"},{"subject":"Lean 4"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementTo","resourceTypeGeneral":"Preprint","relatedIdentifier":"10.5281/zenodo.23228685","relatedIdentifierType":"DOI"},{"relationType":"References","resourceTypeGeneral":"Preprint","relatedIdentifier":"10.5281/zenodo.23000390","relatedIdentifierType":"DOI"},{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/xaviercallens/SocrateAI-Scientific-CondensedMatterTheory","relatedIdentifierType":"URL"},{"relationType":"References","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/xaviercallens/rusty-SUNDIALS","relatedIdentifierType":"URL"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241463","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.0","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Exponential ill-conditioning of the inverse conductivity problem and of its discrete network versions is classical. This preprint adds a sharp exponent on a solvable family: a lattice strip periodic along the measured boundary. Translation invariance makes the Jacobian of the Dirichlet-to-Neumann map exactly block-diagonal in the total momentum along the boundary; each block is Vandermonde-type, and the smallest singular value of block q decays with depth at the exponent of the Green function of the complement of the node set on the unit circle (a Bernstein-Walsh argument, a sketch and not a proof). The rate is checked in 140- to 220-digit arithmetic on four geometries, including values fixed before the computation (aligned square strip 1.653 decades per row at the zigzag momentum; boundary along the lattice diagonal 1.067; lateral-to-vertical conductance ratios 0.05 and 16: measured 1.762 and 2.498 against predicted 1.765 and 2.451).\nA preregistered experiment with the CVODE integrator of rusty-SUNDIALS asks whether transient data, represented by real Laplace variables, change the depth growth of the condition number: they lower it by about one decade and leave the exponential rate unchanged (post hoc slope ratio 0.98); one prediction was refuted narrowly, and the time-to-frequency gate failed as written because of a design error of mine and passes only in a post hoc form. Four elementary linear-algebra facts behind the invisibility of constant offsets are machine-checked in Lean 4. A literature review (inverse conductivity, Vandermonde and Hankel conditioning, hyperbolic circuits) positions the work; closely related rigorous results exist for real nodes and Hankel matrices, and the novelty of the exact statement is not established. A register of every failed gate and refuted prediction is included. Nothing here concerns holography.\nCompanion to doi:10.5281/zenodo.23228685."},{"descriptionType":"Other","description":"Code in code.zip is MIT-licensed; data and paper are CC BY 4.0. Prepared with AI assistance (Claude, Anthropic); the author reviewed all claims."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241462","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":1,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2026-10-08T14:42:33Z","registered":"2026-10-08T14:42:33Z","published":null,"updated":"2026-10-08T14:42:33Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241463","type":"dois","attributes":{"doi":"10.5281/zenodo.23241463","identifiers":[{"identifier":"oai:zenodo.org:23241463","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["SocrateAI Lab"],"givenName":"Xavier","familyName":"Callens","name":"Callens, Xavier","nameIdentifiers":[]}],"titles":[{"title":"Exact exponential rates for the discrete Calderon problem on lattice strips, and what transient data do not change"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"inverse problems"},{"subject":"discrete Calderon problem"},{"subject":"resistor networks"},{"subject":"condition number"},{"subject":"Vandermonde matrices"},{"subject":"potential theory"},{"subject":"preregistration"},{"subject":"Lean 4"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementTo","resourceTypeGeneral":"Preprint","relatedIdentifier":"10.5281/zenodo.23228685","relatedIdentifierType":"DOI"},{"relationType":"References","resourceTypeGeneral":"Preprint","relatedIdentifier":"10.5281/zenodo.23000390","relatedIdentifierType":"DOI"},{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/xaviercallens/SocrateAI-Scientific-CondensedMatterTheory","relatedIdentifierType":"URL"},{"relationType":"References","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/xaviercallens/rusty-SUNDIALS","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23241462","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.0","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Exponential ill-conditioning of the inverse conductivity problem and of its discrete network versions is classical. This preprint adds a sharp exponent on a solvable family: a lattice strip periodic along the measured boundary. Translation invariance makes the Jacobian of the Dirichlet-to-Neumann map exactly block-diagonal in the total momentum along the boundary; each block is Vandermonde-type, and the smallest singular value of block q decays with depth at the exponent of the Green function of the complement of the node set on the unit circle (a Bernstein-Walsh argument, a sketch and not a proof). The rate is checked in 140- to 220-digit arithmetic on four geometries, including values fixed before the computation (aligned square strip 1.653 decades per row at the zigzag momentum; boundary along the lattice diagonal 1.067; lateral-to-vertical conductance ratios 0.05 and 16: measured 1.762 and 2.498 against predicted 1.765 and 2.451).\nA preregistered experiment with the CVODE integrator of rusty-SUNDIALS asks whether transient data, represented by real Laplace variables, change the depth growth of the condition number: they lower it by about one decade and leave the exponential rate unchanged (post hoc slope ratio 0.98); one prediction was refuted narrowly, and the time-to-frequency gate failed as written because of a design error of mine and passes only in a post hoc form. Four elementary linear-algebra facts behind the invisibility of constant offsets are machine-checked in Lean 4. A literature review (inverse conductivity, Vandermonde and Hankel conditioning, hyperbolic circuits) positions the work; closely related rigorous results exist for real nodes and Hankel matrices, and the novelty of the exact statement is not established. A register of every failed gate and refuted prediction is included. Nothing here concerns holography.\nCompanion to doi:10.5281/zenodo.23228685."},{"descriptionType":"Other","description":"Code in code.zip is MIT-licensed; data and paper are CC BY 4.0. Prepared with AI assistance (Claude, Anthropic); the author reviewed all claims."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241463","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:42:32Z","registered":"2026-10-08T14:42:32Z","published":null,"updated":"2026-10-08T14:42:32Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241399","type":"dois","attributes":{"doi":"10.5281/zenodo.23241399","identifiers":[{"identifier":"oai:zenodo.org:23241399","identifierType":"oai"}],"creators":[{"nameType":"Personal","givenName":"DavidP","familyName":"Lowe","name":"Lowe, DavidP","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Communication Matrix: Blind Admissibility Engine — Python Code and Independent Replication Supplement"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Communication Matrix; 4-2-1 Architecture; Emergent Physics; Mathematical Ontology; Computational Physics; Admissibility; Persistence; Constraint Dynamics; Relational Networks; Emergent Geometry; Toy Models; Python Simulation; Fine-Structure Constant; Reproducibility; Independent Verification"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23241398","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"This publication is a computational supplement to David P. Lowe's previously released paper, The Scalable Pathway of the Communication Matrix: Computational Statement — From Substrate Admissibility to the Inversion Boundary (October 2026).\n\nThe original paper presented a proposed mathematical and ontological pathway beginning with a non-geometric relational substrate and proceeding through the 4-2-1 admissibility architecture, selective persistence, causal lineage, emergent distance-like organization, accumulation, saturation, and the proposed inversion boundary.\n\nThis follow-up provides the executable Python source code and accompanying documentation for independent examination and replication of the foundational admissibility-filter experiment.\n\nThe computational model uses the bounded relational operator:\n\nP(x) = [x(1 − x)]²\n\nThe program evaluates whether relational connections persist under specified stability constraints, without introducing the observed fine-structure constant as a predetermined numerical target.\n\nThe supplied Python implementation allows independent researchers to reproduce the numerical experiment, examine statistical consistency across multiple trials, and investigate how changing the persistence threshold affects the surviving relational structure.\n\nThe central research question is whether elementary relational constraints can generate reproducible selective persistence without requiring the final surviving configuration to be prescribed in advance.\n\nThe computational results demonstrate that this particular mathematical mechanism can produce stable, reproducible distributions of surviving connections under the chosen conditions.\n\nThese findings do not establish that the physical universe operates according to the proposed Communication Matrix, nor do they constitute a derivation of the fine-structure constant, spacetime, or fundamental physical interactions.\n\nRather, they provide a reproducible computational example supporting further investigation of the broader ontology's mathematical possibilities.\n\nThis supplement is offered for independent verification, mathematical scrutiny, criticism, replication, and potential falsification."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241399","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-08T14:39:58Z","registered":"2026-10-08T14:39:58Z","published":null,"updated":"2026-10-08T14:39:58Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241398","type":"dois","attributes":{"doi":"10.5281/zenodo.23241398","identifiers":[],"creators":[{"nameType":"Personal","givenName":"DavidP","familyName":"Lowe","name":"Lowe, DavidP","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Communication Matrix: Blind Admissibility Engine — Python Code and Independent Replication Supplement"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Communication Matrix; 4-2-1 Architecture; Emergent Physics; Mathematical Ontology; Computational Physics; Admissibility; Persistence; Constraint Dynamics; Relational Networks; Emergent Geometry; Toy Models; Python Simulation; Fine-Structure Constant; Reproducibility; Independent Verification"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241399","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"This publication is a computational supplement to David P. Lowe's previously released paper, The Scalable Pathway of the Communication Matrix: Computational Statement — From Substrate Admissibility to the Inversion Boundary (October 2026).\n\nThe original paper presented a proposed mathematical and ontological pathway beginning with a non-geometric relational substrate and proceeding through the 4-2-1 admissibility architecture, selective persistence, causal lineage, emergent distance-like organization, accumulation, saturation, and the proposed inversion boundary.\n\nThis follow-up provides the executable Python source code and accompanying documentation for independent examination and replication of the foundational admissibility-filter experiment.\n\nThe computational model uses the bounded relational operator:\n\nP(x) = [x(1 − x)]²\n\nThe program evaluates whether relational connections persist under specified stability constraints, without introducing the observed fine-structure constant as a predetermined numerical target.\n\nThe supplied Python implementation allows independent researchers to reproduce the numerical experiment, examine statistical consistency across multiple trials, and investigate how changing the persistence threshold affects the surviving relational structure.\n\nThe central research question is whether elementary relational constraints can generate reproducible selective persistence without requiring the final surviving configuration to be prescribed in advance.\n\nThe computational results demonstrate that this particular mathematical mechanism can produce stable, reproducible distributions of surviving connections under the chosen conditions.\n\nThese findings do not establish that the physical universe operates according to the proposed Communication Matrix, nor do they constitute a derivation of the fine-structure constant, spacetime, or fundamental physical interactions.\n\nRather, they provide a reproducible computational example supporting further investigation of the broader ontology's mathematical possibilities.\n\nThis supplement is offered for independent verification, mathematical scrutiny, criticism, replication, and potential falsification."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241398","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:39:58Z","registered":"2026-10-08T14:39:58Z","published":null,"updated":"2026-10-08T14:39:58Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241251","type":"dois","attributes":{"doi":"10.5281/zenodo.23241251","identifiers":[{"identifier":"oai:zenodo.org:23241251","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["Independent researcher"],"givenName":"Roger","familyName":"Kwon","name":"Kwon, Roger","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0002-0181-3356"}]}],"titles":[{"title":"Rejuvenation readouts cannot distinguish younger from less old"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"10.5281/zenodo.23092319","relatedIdentifierType":"DOI"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23113817","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Treatments said to rejuvenate cells are usually judged by a single score that falls when cells look younger. But such a score shows only which way cells moved, not where they ended up: it also falls when cells simply stop looking old, for example by drifting toward a different cell type, without becoming any more like young cells. We ask a more direct question: after treatment, are the cells closer to young cells of the same type than they were before? In skin fibroblasts from a 96-year-old donor that were partially reprogrammed (Lu et al.), the published aging score fell well below the level of a 22-year-old donor's untreated cells, which looks like strong rejuvenation. Yet the same cells ended about twice as far from the young donor's cells as they started, even when judged only by the genes that make up that score. The same was true with other published aging genes, with all genes, with hundreds of randomly chosen gene sets, and with an age score we built that follows donor age across several independent cohorts. Our measure does register cells getting closer when young cells are mixed into old ones, so it can see real rejuvenation when it happens, and the result is not the two donors' cells simply becoming more alike. A falling aging score therefore cannot tell rejuvenation apart from cells moving away from their old state in some other direction. We provide a frozen age score, young reference points and code for measuring distance to young cells instead."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241251","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:38:48Z","registered":"2026-10-08T14:38:49Z","published":null,"updated":"2026-10-08T14:38:49Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23113817","type":"dois","attributes":{"doi":"10.5281/zenodo.23113817","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["Independent researcher"],"givenName":"Roger","familyName":"Kwon","name":"Kwon, Roger","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0002-0181-3356"}]}],"titles":[{"title":"Rejuvenation readouts cannot distinguish younger from less old"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"10.5281/zenodo.23092319","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23113818","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241251","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23116658","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Treatments said to rejuvenate cells are usually judged by a single score that falls when cells look younger. But such a score shows only which way cells moved, not where they ended up: it also falls when cells simply stop looking old, for example by drifting toward a different cell type, without becoming any more like young cells. We ask a more direct question: after treatment, are the cells closer to young cells of the same type than they were before? In skin fibroblasts from a 96-year-old donor that were partially reprogrammed (Lu et al.), the published aging score fell well below the level of a 22-year-old donor's untreated cells, which looks like strong rejuvenation. Yet the same cells ended about twice as far from the young donor's cells as they started, even when judged only by the genes that make up that score. The same was true with other published aging genes, with all genes, with hundreds of randomly chosen gene sets, and with an age score we built that follows donor age across several independent cohorts. Our measure does register cells getting closer when young cells are mixed into old ones, so it can see real rejuvenation when it happens, and the result is not the two donors' cells simply becoming more alike. A falling aging score therefore cannot tell rejuvenation apart from cells moving away from their old state in some other direction. We provide a frozen age score, young reference points and code for measuring distance to young cells instead."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23113817","contentUrl":null,"metadataVersion":3,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":1,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":2,"versionOfCount":0,"created":"2026-10-03T03:14:21Z","registered":"2026-10-03T03:14:21Z","published":null,"updated":"2026-10-08T14:38:49Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23239605","type":"dois","attributes":{"doi":"10.5281/zenodo.23239605","identifiers":[{"identifier":"oai:zenodo.org:23239605","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["Independent Scholar"],"givenName":"Laura","familyName":"Solanes Oliveros","name":"Solanes Oliveros, Laura","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0006-8605-4879"}]}],"titles":[{"title":"Testing domain-specific advantages after adversity in four open datasets: bias, not sensitivity, in anger recognition"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"hidden talents"},{"subject":"childhood adversity"},{"subject":"signal detection theory"},{"subject":"emotion recognition"},{"subject":"meta-analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Other","relatedIdentifier":"https://osf.io/fd8n7/","relatedIdentifierType":"URL"},{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Other","relatedIdentifier":"https://osf.io/p9yrq/","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23236123","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"v2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The hidden talents framework proposes that people from harsh environments may perform relatively better on tasks that match the problems of those environments. Much of the evidence comes from emotion recognition, where accuracy alone cannot separate detecting a signal from reporting it more readily. I preregistered a synthesis of four open datasets (N = 1,014) covering facial emotion recognition, memory for dominance relations, and executive functions with ecological stimuli. In each, I computed a within-person specificity index: the association between adversity and performance in the environment-relevant condition relative to a matched control. The pooled index was positive but uncertain (β = 0.13, 95% CI −0.02 to 0.29), so the preregistered test was inconclusive. One small study drove the estimate; without it, the other datasets were equivalent to no meaningful effect (β = 0.05, equivalence test p = .037). In that study, children exposed to adversity did not detect anger better but labelled other expressions as anger more often, a pattern an independent sample also showed. In these four test cases, adversity was not linked to the predicted relative advantage, and the apparent anger advantage reflected a response bias. These results do not test the broader idea in other domains.\n\nPreregistration: https://osf.io/fd8n7/ · Materials, code and results: https://osf.io/p9yrq/ "}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23239605","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-08T14:38:21Z","registered":"2026-10-08T14:38:22Z","published":null,"updated":"2026-10-08T14:38:22Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23236123","type":"dois","attributes":{"doi":"10.5281/zenodo.23236123","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["Independent Scholar"],"givenName":"Laura","familyName":"Solanes Oliveros","name":"Solanes Oliveros, Laura","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0006-8605-4879"}]}],"titles":[{"title":"Testing domain-specific advantages after adversity in four open datasets: bias, not sensitivity, in anger recognition"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"hidden talents"},{"subject":"childhood adversity"},{"subject":"signal detection theory"},{"subject":"emotion recognition"},{"subject":"meta-analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Other","relatedIdentifier":"https://osf.io/fd8n7/","relatedIdentifierType":"URL"},{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Other","relatedIdentifier":"https://osf.io/p9yrq/","relatedIdentifierType":"URL"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23239605","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23236124","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"v2","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The hidden talents framework proposes that people from harsh environments may perform relatively better on tasks that match the problems of those environments. Much of the evidence comes from emotion recognition, where accuracy alone cannot separate detecting a signal from reporting it more readily. I preregistered a synthesis of four open datasets (N = 1,014) covering facial emotion recognition, memory for dominance relations, and executive functions with ecological stimuli. In each, I computed a within-person specificity index: the association between adversity and performance in the environment-relevant condition relative to a matched control. The pooled index was positive but uncertain (β = 0.13, 95% CI −0.02 to 0.29), so the preregistered test was inconclusive. One small study drove the estimate; without it, the other datasets were equivalent to no meaningful effect (β = 0.05, equivalence test p = .037). In that study, children exposed to adversity did not detect anger better but labelled other expressions as anger more often, a pattern an independent sample also showed. In these four test cases, adversity was not linked to the predicted relative advantage, and the apparent anger advantage reflected a response bias. These results do not test the broader idea in other domains.\n\nPreregistration: https://osf.io/fd8n7/ · Materials, code and results: https://osf.io/p9yrq/ "}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23236123","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":2,"versionOfCount":0,"created":"2026-10-08T11:13:16Z","registered":"2026-10-08T11:13:17Z","published":null,"updated":"2026-10-08T14:38:22Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23237268","type":"dois","attributes":{"doi":"10.5281/zenodo.23237268","identifiers":[],"creators":[{"nameType":"Personal","givenName":"Rohit Kumar","familyName":"Jha","name":"Jha, Rohit Kumar","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0000-2775-7685"}],"affiliation":[]}],"titles":[{"title":"A finite irrationality measure for Catalan's constant"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Catalan's constant"},{"subject":"irrationality exponent"},{"subject":"Diophantine approximation"},{"subject":"complementary minors"},{"subject":"determinant estimates"},{"subject":"Hardy space"},{"subject":"Lean"},{"subject":"formal verification"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23237269","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"},{"rightsIdentifierScheme":"SPDX","rightsUri":"http://www.apache.org/licenses/LICENSE-2.0","schemeUri":"https://spdx.org/licenses/","rights":"Apache License 2.0","rightsIdentifier":"apache-2.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Let G be Catalan's constant. We prove that, for every sufficiently largepositive integer q and every integer p, the absolute difference between Gand p/q exceeds q to the power −100,000,000. Consequently, its irrationalityexponent satisfies\n\n    2 ≤ μ(G) ≤ 100,000,000.\n\nWe extend OpenAI's determinant proof of the irrationality of G by boundingevery complementary minor uniformly in its size and selected indices.Rectangular Hardy-space estimates and real-polynomial coefficient boundscontrol the selected determinants. A node-padding argument transfers thefull-size energy estimates to smaller dimensions, with a loss exponentialin the product of the ambient dimension and the codimension. Uniformdenominator estimates and nonvanishing at prime scales logarithmic in theapproximation denominator then yield the stated bound. Theirrationality-exponent bound and its supporting estimates are formalizedin Lean. The exponent is not optimized.\n\nThis record contains the manuscript PDF, its LaTeX sources, and the Leanformalization with pinned dependency versions and reproduction instructions."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23237268","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2026-10-08T14:32:11Z","registered":"2026-10-08T14:32:11Z","published":null,"updated":"2026-10-08T14:36:24Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23237269","type":"dois","attributes":{"doi":"10.5281/zenodo.23237269","identifiers":[{"identifier":"oai:zenodo.org:23237269","identifierType":"oai"}],"creators":[{"nameType":"Personal","givenName":"Rohit Kumar","familyName":"Jha","name":"Jha, Rohit Kumar","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0000-2775-7685"}],"affiliation":[]}],"titles":[{"title":"A finite irrationality measure for Catalan's constant"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Catalan's constant"},{"subject":"irrationality exponent"},{"subject":"Diophantine approximation"},{"subject":"complementary minors"},{"subject":"determinant estimates"},{"subject":"Hardy space"},{"subject":"Lean"},{"subject":"formal verification"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23237268","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"},{"rightsIdentifierScheme":"SPDX","rightsUri":"http://www.apache.org/licenses/LICENSE-2.0","schemeUri":"https://spdx.org/licenses/","rights":"Apache License 2.0","rightsIdentifier":"apache-2.0"}],"descriptions":[{"descriptionType":"Abstract","description":"Let G be Catalan's constant. We prove that, for every sufficiently largepositive integer q and every integer p, the absolute difference between Gand p/q exceeds q to the power −100,000,000. Consequently, its irrationalityexponent satisfies\n\n    2 ≤ μ(G) ≤ 100,000,000.\n\nWe extend OpenAI's determinant proof of the irrationality of G by boundingevery complementary minor uniformly in its size and selected indices.Rectangular Hardy-space estimates and real-polynomial coefficient boundscontrol the selected determinants. A node-padding argument transfers thefull-size energy estimates to smaller dimensions, with a loss exponentialin the product of the ambient dimension and the codimension. Uniformdenominator estimates and nonvanishing at prime scales logarithmic in theapproximation denominator then yield the stated bound. Theirrationality-exponent bound and its supporting estimates are formalizedin Lean. The exponent is not optimized.\n\nThis record contains the manuscript PDF, its LaTeX sources, and the Leanformalization with pinned dependency versions and reproduction instructions."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23237269","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-08T14:32:10Z","registered":"2026-10-08T14:32:10Z","published":null,"updated":"2026-10-08T14:36:24Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241303","type":"dois","attributes":{"doi":"10.5281/zenodo.23241303","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["Independent Researcher"],"givenName":"Chase","familyName":"Hendrick","name":"Hendrick, Chase","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0002-9754-6087"}]}],"titles":[{"title":"Excluding Classical Cipher Families for the 1939 D'Agapeyeff Challenge: Key-Free Counts and Searches with Demonstrated Power"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/ChaseHendrick/Undeciphered-Texts","relatedIdentifierType":"URL"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241304","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.0.0","rightsList":[{"rights":"Other (Not Open)","rightsIdentifier":"other-closed"}],"descriptions":[{"descriptionType":"Abstract","description":"The cryptogram that Alexander d'Agapeyeff printed as a challenge in Codes and Ciphers (1939) has no accepted reading. Its 392 digits form 196 cells of a 5 by 5 Polybius square. Many searches have reported no signal, but few showed that their search could find a planted text of the same length, so a null result closed little. We separate two kinds of evidence.\nFirst, counts that no key can change. Under any one-to-one letter key, with or without any transposition, the fewest single-cell errors needed to turn a text's letter counts into the cells' counts is half the distance between the sorted count vectors (proved). Among 479,051 windows of 196 letters of English prose the closest needs 8 such errors. In four-square the number of symbols each side of a pair can use is fixed by the plaintext and the plain squares, whatever the cipher squares (proved). With standard plain squares English never reaches the cells' 13 and 18, but with chosen plain squares it does, so keyed four-square and two-square stay open.\nSecond, compiled annealing searches whose power is shown on planted held-out texts, with shuffled cells as the control: columnar transposition with a letter key at width 14 (18 of 18 planted texts recovered), four-square with standard plain squares, a repeating coordinate shift on a keyed square at every period from 2 to 14, homophonic keys, the book's own dummy rule, 363 transforms suggested by our own earlier probes, and enciphering errors at the rate of the book's worked example. In every family the cells score below every recovered planted text, by at least 1.14 nats a letter for English with a one-to-one key (0.75 under a second seed), but by only 0.45 to 0.97 in 5 of 6 Latin rows, 0.48 for Romanian and 0.88 for a capped homophonic key, closures we call weaker. The searches rerun under a second seed agree with their first runs. Against their shuffles the cells sit within the range expected by chance, and where a count comes close it is reported against chance.\nA screen of 98 languages by letter counts finds Latin closest by its median window and by its rate of close windows: its median window needs 22 errors against at least 25 for any other language, and among 59.8 million letters of Latin no window comes within 2 errors. Latin was searched under a keyed square, the dummy rule, a repeating shift, four-square, and columnar transposition at widths 2 to 15 with a letter key, and nothing was found.\nFinally, taking van Eykelen's no-message recipe as the null hypothesis, a test of thirty order statistics that flags 19 of 20 planted messages under a keyed square finds the cells' order consistent with a no-message dealing; the test is nearly blind to a turning grille, which remains open. All results except the stated propositions are numerical. No reading is claimed. Our reading, an interpretation and not a result, is that the challenge most likely carries no message: no search with shown power found one, and a construction with no message remains consistent with every measurement and passes the order test. If the cells do hold a natural language under a one-to-one key, the counts point to Latin, not English.\nThis record holds the manuscript, a preprint that has not been peer reviewed, with the programs that check its results and their output. README.md describes each program and how to run it.\nThe manuscript in paper/, including its figures, is all rights reserved. The programs in code/ and the data in data/ are licensed under the Apache License 2.0; that license does not apply to the manuscript or its figures. Specific component notices and directory licenses govern any exceptions; see LICENSE and NOTICE."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241303","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":1,"versionOfCount":0,"created":"2026-10-08T14:36:16Z","registered":"2026-10-08T14:36:16Z","published":null,"updated":"2026-10-08T14:36:16Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241304","type":"dois","attributes":{"doi":"10.5281/zenodo.23241304","identifiers":[{"identifier":"oai:zenodo.org:23241304","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["Independent Researcher"],"givenName":"Chase","familyName":"Hendrick","name":"Hendrick, Chase","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0002-9754-6087"}]}],"titles":[{"title":"Excluding Classical Cipher Families for the 1939 D'Agapeyeff Challenge: Key-Free Counts and Searches with Demonstrated Power"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsSupplementedBy","resourceTypeGeneral":"Software","relatedIdentifier":"https://github.com/ChaseHendrick/Undeciphered-Texts","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23241303","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1.0.0","rightsList":[{"rights":"Other (Not Open)","rightsIdentifier":"other-closed"}],"descriptions":[{"descriptionType":"Abstract","description":"The cryptogram that Alexander d'Agapeyeff printed as a challenge in Codes and Ciphers (1939) has no accepted reading. Its 392 digits form 196 cells of a 5 by 5 Polybius square. Many searches have reported no signal, but few showed that their search could find a planted text of the same length, so a null result closed little. We separate two kinds of evidence.\nFirst, counts that no key can change. Under any one-to-one letter key, with or without any transposition, the fewest single-cell errors needed to turn a text's letter counts into the cells' counts is half the distance between the sorted count vectors (proved). Among 479,051 windows of 196 letters of English prose the closest needs 8 such errors. In four-square the number of symbols each side of a pair can use is fixed by the plaintext and the plain squares, whatever the cipher squares (proved). With standard plain squares English never reaches the cells' 13 and 18, but with chosen plain squares it does, so keyed four-square and two-square stay open.\nSecond, compiled annealing searches whose power is shown on planted held-out texts, with shuffled cells as the control: columnar transposition with a letter key at width 14 (18 of 18 planted texts recovered), four-square with standard plain squares, a repeating coordinate shift on a keyed square at every period from 2 to 14, homophonic keys, the book's own dummy rule, 363 transforms suggested by our own earlier probes, and enciphering errors at the rate of the book's worked example. In every family the cells score below every recovered planted text, by at least 1.14 nats a letter for English with a one-to-one key (0.75 under a second seed), but by only 0.45 to 0.97 in 5 of 6 Latin rows, 0.48 for Romanian and 0.88 for a capped homophonic key, closures we call weaker. The searches rerun under a second seed agree with their first runs. Against their shuffles the cells sit within the range expected by chance, and where a count comes close it is reported against chance.\nA screen of 98 languages by letter counts finds Latin closest by its median window and by its rate of close windows: its median window needs 22 errors against at least 25 for any other language, and among 59.8 million letters of Latin no window comes within 2 errors. Latin was searched under a keyed square, the dummy rule, a repeating shift, four-square, and columnar transposition at widths 2 to 15 with a letter key, and nothing was found.\nFinally, taking van Eykelen's no-message recipe as the null hypothesis, a test of thirty order statistics that flags 19 of 20 planted messages under a keyed square finds the cells' order consistent with a no-message dealing; the test is nearly blind to a turning grille, which remains open. All results except the stated propositions are numerical. No reading is claimed. Our reading, an interpretation and not a result, is that the challenge most likely carries no message: no search with shown power found one, and a construction with no message remains consistent with every measurement and passes the order test. If the cells do hold a natural language under a one-to-one key, the counts point to Latin, not English.\nThis record holds the manuscript, a preprint that has not been peer reviewed, with the programs that check its results and their output. README.md describes each program and how to run it.\nThe manuscript in paper/, including its figures, is all rights reserved. The programs in code/ and the data in data/ are licensed under the Apache License 2.0; that license does not apply to the manuscript or its figures. Specific component notices and directory licenses govern any exceptions; see LICENSE and NOTICE."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241304","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:36:16Z","registered":"2026-10-08T14:36:16Z","published":null,"updated":"2026-10-08T14:36:16Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23240891","type":"dois","attributes":{"doi":"10.5281/zenodo.23240891","identifiers":[{"identifier":"oai:zenodo.org:23240891","identifierType":"oai"}],"creators":[{"nameType":"Personal","givenName":"Mark","familyName":"Mathis","name":"Mathis, Mark","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Radial Partition of Predictive Information in Bulge-Dominated SPARC Galaxies"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"SPARC"},{"subject":"Galaxy rotation curves"},{"subject":"Bulge galaxies"},{"subject":"Rotation-curve residuals"},{"subject":"Predictive information"},{"subject":"Cross-validation"},{"subject":"Baryonic dynamics"},{"subject":"Common-support analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.23240890","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The SPARC galaxies with a separately modeled bulge occupy a markedly different baryonic-velocity regime from the rest of the SPARC population, raising the question of whether their rotation-curve discrepancies contain a distinct distribution of predictive information [1]. Using all 175 SPARC galaxies and 3,391 radial measurements, we compare the full complement of 32 galaxies with nonzero modeled bulge contributions with 143 galaxies without a separate bulge term. Across these unmatched populations, cross-validation prediction fails strongly, but most of that failure is associated with the different dynamical ranges occupied by the two groups, especially in maximum baryonic rotation speed. Restricting the comparison to common Vbar,max-Rmax support lowers the bulge-trained prediction error from 123.7 to 34.5 km/s, although those two scores use different target galaxy sets. In a like-for-like check on the 26 non-bulge galaxies that fall inside the shared support region (the other 117 lie outside it), restricting the bulge training set to common support lowers RMSE from 51.50 to 34.07 km/s, a 33.8% reduction. Within common support, each galaxy’s measured radial range is divided into four equal quarters (0–25%, 25–50%, 50–75%, and 75–100% of Rmax). The largest difference occurs in the second quarter, while the outermost quarter is nearly equal, although the uncertainty remains broad. Common support contains 22 bulge galaxies, so an equal-size check pairs those 22 with 22 of the 26 common-support non-bulge galaxies. Apparent steep inner residual structures are visually prominent but contribute little to transferable prediction. The firm result is therefore strong support-controlled transferability; the suggested radial partition remains a question for further testing."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23240891","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:35:34Z","registered":"2026-10-08T14:35:34Z","published":null,"updated":"2026-10-08T14:35:34Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23240890","type":"dois","attributes":{"doi":"10.5281/zenodo.23240890","identifiers":[],"creators":[{"nameType":"Personal","givenName":"Mark","familyName":"Mathis","name":"Mathis, Mark","nameIdentifiers":[],"affiliation":[]}],"titles":[{"title":"Radial Partition of Predictive Information in Bulge-Dominated SPARC Galaxies"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"SPARC"},{"subject":"Galaxy rotation curves"},{"subject":"Bulge galaxies"},{"subject":"Rotation-curve residuals"},{"subject":"Predictive information"},{"subject":"Cross-validation"},{"subject":"Baryonic dynamics"},{"subject":"Common-support analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23240891","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":"1","rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The SPARC galaxies with a separately modeled bulge occupy a markedly different baryonic-velocity regime from the rest of the SPARC population, raising the question of whether their rotation-curve discrepancies contain a distinct distribution of predictive information [1]. Using all 175 SPARC galaxies and 3,391 radial measurements, we compare the full complement of 32 galaxies with nonzero modeled bulge contributions with 143 galaxies without a separate bulge term. Across these unmatched populations, cross-validation prediction fails strongly, but most of that failure is associated with the different dynamical ranges occupied by the two groups, especially in maximum baryonic rotation speed. Restricting the comparison to common Vbar,max-Rmax support lowers the bulge-trained prediction error from 123.7 to 34.5 km/s, although those two scores use different target galaxy sets. In a like-for-like check on the 26 non-bulge galaxies that fall inside the shared support region (the other 117 lie outside it), restricting the bulge training set to common support lowers RMSE from 51.50 to 34.07 km/s, a 33.8% reduction. Within common support, each galaxy’s measured radial range is divided into four equal quarters (0–25%, 25–50%, 50–75%, and 75–100% of Rmax). The largest difference occurs in the second quarter, while the outermost quarter is nearly equal, although the uncertainty remains broad. Common support contains 22 bulge galaxies, so an equal-size check pairs those 22 with 22 of the 26 common-support non-bulge galaxies. Apparent steep inner residual structures are visually prominent but contribute little to transferable prediction. The firm result is therefore strong support-controlled transferability; the suggested radial partition remains a question for further testing."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23240890","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:35:34Z","registered":"2026-10-08T14:35:34Z","published":null,"updated":"2026-10-08T14:35:34Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.20500271","type":"dois","attributes":{"doi":"10.5281/zenodo.20500271","identifiers":[],"creators":[{"nameType":"Personal","affiliation":["shiraz university of technology"],"familyName":"Sasan Sepehrirad","name":"Sasan Sepehrirad","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0004-3831-5240"}]}],"titles":[{"title":"Intrinsic Lifting Scheme for Quaternion Graph Signals via Relative Rotation Adaptive Filtering"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Manifold Intrinsic Signal Processing, Graph Signal Processing, Multi-Resolutional Decomposition, Lifting Scheme, Quaternions Analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.20500272","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23241246","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.21822741","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"This paper introduces an intrinsic lifting scheme for quaternion graph signals built around a single geometric quantity: the geodesic correlation between rotations. The same quantity is used to construct the graph, define the coarse–detail partition, and assign prediction weights, giving these stages a common geometric basis. To support the prediction step, the canonical relative-rotation domain is formed and divided into Haar-balanced radial shells, and a cubic B-spline evaluated at the shell centers gives greater weight to neighbors that are closer to the selected reference. The predicted quaternion is then obtained directly from the relative rotation angles and axes, without mapping the data to a tangent space or computing an iterative manifold mean."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.20500271","contentUrl":null,"metadataVersion":3,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":3,"versionOfCount":1,"created":"2026-06-02T00:46:25Z","registered":"2026-06-02T00:46:25Z","published":null,"updated":"2026-10-08T14:35:24Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23241246","type":"dois","attributes":{"doi":"10.5281/zenodo.23241246","identifiers":[{"identifier":"oai:zenodo.org:23241246","identifierType":"oai"}],"creators":[{"nameType":"Personal","affiliation":["shiraz university of technology"],"familyName":"Sasan Sepehrirad","name":"Sasan Sepehrirad","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0004-3831-5240"}]}],"titles":[{"title":"Intrinsic Lifting Scheme for Quaternion Graph Signals via Relative Rotation Adaptive Filtering"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[{"subject":"Manifold Intrinsic Signal Processing, Graph Signal Processing, Multi-Resolutional Decomposition, Lifting Scheme, Quaternions Analysis"}],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":"en","types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.20500271","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"This paper introduces an intrinsic lifting scheme for quaternion graph signals built around a single geometric quantity: the geodesic correlation between rotations. The same quantity is used to construct the graph, define the coarse–detail partition, and assign prediction weights, giving these stages a common geometric basis. To support the prediction step, the canonical relative-rotation domain is formed and divided into Haar-balanced radial shells, and a cubic B-spline evaluated at the shell centers gives greater weight to neighbors that are closer to the selected reference. The predicted quaternion is then obtained directly from the relative rotation angles and axes, without mapping the data to a tangent space or computing an iterative manifold mean."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23241246","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:35:24Z","registered":"2026-10-08T14:35:24Z","published":null,"updated":"2026-10-08T14:35:24Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.22962055","type":"dois","attributes":{"doi":"10.5281/zenodo.22962055","identifiers":[],"creators":[{"nameType":"Personal","givenName":"Ramakrishna","familyName":"Paupuleti","name":"Paupuleti, Ramakrishna","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0008-8418-1430"}],"affiliation":[]}],"titles":[{"title":"A Depth-Dependent Break in the Magnitude–Frequency Distribution of the 2021–2023 Noto Earthquake Swarm"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.22962056","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23233133","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23227091","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23227840","relatedIdentifierType":"DOI"},{"relationType":"HasVersion","relatedIdentifier":"10.5281/zenodo.23238421","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The 2020–2024 earthquake swarm beneath the northeastern Noto Peninsula, central Japan, preceded the 1 January 2024 Mw 7.5 earthquake and has been linked to deep fluid supply, aseismic slip and fault-valve behaviour. Using the published double-difference relocated catalogue of Yoshida et al. (2024; 31,158 events, 2003–2024), we examine the magnitude–frequency distribution (FMD) of the 2021–2023 swarm (14,810 events, M_JMA ≥ 1.2) in three depth bands. Completeness is M_c ≈ 1.2 in all bands. Shallow events (\u003c 10 km) follow a single Gutenberg–Richter (GR) law. Deeper events do not: the deep band (≥ 13 km) has an unusually steep small-magnitude distribution that flattens above a break, described by a broken GR model (b₁ = 1.57 below and b₂ = 0.75 above M_k = 1.9, 95% interval 1.8–2.3) or a two-population GR mixture, preferred over a single GR law by ΔBIC ≈ −107 and −112 (parametric-bootstrap p \u003c 0.005). Relative to its own single-GR extrapolation the deep band contains 37 events of M ≥ 3 against 7 expected; relative to shallow events, however, the deep population is enriched in the smallest events, not in large ones. The departure persists after nearest-neighbour declustering and when only JMA velocity magnitudes are used. The deep and shallow magnitude distributions differ strongly (p ≈ 10⁻⁵¹), also within the velocity-magnitude subset (p ≈ 10⁻¹⁰); because a magnitude transformation common to all depths cannot create such a difference, a common magnitude-scale effect cannot by itself explain the depth dependence. A published M_J–M_w relation for Japanese microearthquakes, if applicable here, would steepen rather than remove the small-magnitude branch. The remaining question is whether a depth-dependent magnitude or detection bias — through station coverage, attenuation, site response or signal-to-noise ratio — or a genuinely depth-dependent earthquake population produces the structure; a depth-resolved M_J–M_w calibration from spectral ratios would decide it. Single b-values from this catalogue should be interpreted with their magnitude range and depth."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.22962055","contentUrl":null,"metadataVersion":4,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":5,"versionOfCount":0,"created":"2026-09-25T17:08:18Z","registered":"2026-09-25T17:08:19Z","published":null,"updated":"2026-10-08T14:35:11Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.23238421","type":"dois","attributes":{"doi":"10.5281/zenodo.23238421","identifiers":[{"identifier":"oai:zenodo.org:23238421","identifierType":"oai"}],"creators":[{"nameType":"Personal","givenName":"Ramakrishna","familyName":"Paupuleti","name":"Paupuleti, Ramakrishna","nameIdentifiers":[{"nameIdentifierScheme":"ORCID","nameIdentifier":"0009-0008-8418-1430"}],"affiliation":[]}],"titles":[{"title":"A Depth-Dependent Break in the Magnitude–Frequency Distribution of the 2021–2023 Noto Earthquake Swarm"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-10-08","dateType":"Issued"}],"language":null,"types":{"schemaOrg":"CreativeWork","resourceTypeGeneral":"Preprint","citeproc":"article","bibtex":"misc","ris":"GEN","resourceType":""},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.22962055","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rightsIdentifierScheme":"SPDX","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rights":"Creative Commons Attribution 4.0 International","rightsIdentifier":"cc-by-4.0"}],"descriptions":[{"descriptionType":"Abstract","description":"The 2020–2024 earthquake swarm beneath the northeastern Noto Peninsula, central Japan, preceded the 1 January 2024 Mw 7.5 earthquake and has been linked to deep fluid supply, aseismic slip and fault-valve behaviour. Using the published double-difference relocated catalogue of Yoshida et al. (2024; 31,158 events, 2003–2024), we examine the magnitude–frequency distribution (FMD) of the 2021–2023 swarm (14,810 events, M_JMA ≥ 1.2) in three depth bands. Completeness is M_c ≈ 1.2 in all bands. Shallow events (\u003c 10 km) follow a single Gutenberg–Richter (GR) law. Deeper events do not: the deep band (≥ 13 km) has an unusually steep small-magnitude distribution that flattens above a break, described by a broken GR model (b₁ = 1.57 below and b₂ = 0.75 above M_k = 1.9, 95% interval 1.8–2.3) or a two-population GR mixture, preferred over a single GR law by ΔBIC ≈ −107 and −112 (parametric-bootstrap p \u003c 0.005). Relative to its own single-GR extrapolation the deep band contains 37 events of M ≥ 3 against 7 expected; relative to shallow events, however, the deep population is enriched in the smallest events, not in large ones. The departure persists after nearest-neighbour declustering and when only JMA velocity magnitudes are used. The deep and shallow magnitude distributions differ strongly (p ≈ 10⁻⁵¹), also within the velocity-magnitude subset (p ≈ 10⁻¹⁰); because a magnitude transformation common to all depths cannot create such a difference, a common magnitude-scale effect cannot by itself explain the depth dependence. A published M_J–M_w relation for Japanese microearthquakes, if applicable here, would steepen rather than remove the small-magnitude branch. The remaining question is whether a depth-dependent magnitude or detection bias — through station coverage, attenuation, site response or signal-to-noise ratio — or a genuinely depth-dependent earthquake population produces the structure; a depth-resolved M_J–M_w calibration from spectral ratios would decide it. Single b-values from this catalogue should be interpreted with their magnitude range and depth."}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.23238421","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-10-08T14:35:10Z","registered":"2026-10-08T14:35:10Z","published":null,"updated":"2026-10-08T14:35:10Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}}],"meta":{"total":2859111,"totalPages":400,"page":1},"links":{"self":"https://api.datacite.org/dois?query=types.resourceTypeGeneral%3APreprint+OR+types.resourceType%3APreprint","next":"https://api.datacite.org/dois?page%5Bnumber%5D=2\u0026page%5Bsize%5D=25\u0026query=types.resourceTypeGeneral%3APreprint+OR+types.resourceType%3APreprint"}}