cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/cfg-whc-f8j
title: Cyllene sulcata G. B. Sowerby II, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.grzc2q
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythrina velutina)",
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "Year is greater than or equal to 1850",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen, Human Observation)"
 ]
}

 The dataset includes 854 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031813-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/x5g-c7m-2sz
title: Nerita histrio Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3302
title: XAFS spectrum of Potassium chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at K K-edge of Potassium chloride measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3375
title: XAFS spectrum of Gold

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Au L3-edge of Gold measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3314
title: XAFS spectrum of Hydroxyapatite

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at P K-edge of Hydroxyapatite measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3339
title: XAFS spectrum of Lithium fluoride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Li K-edge of Lithium fluoride measured at Ritsumeikan-SR BL-11, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3383
title: XAFS spectrum of Manganese

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Mn K-edge of Manganese measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3384
title: XAFS spectrum of Platinum hexachloro platinate hexahydrate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Pt L3-edge of Platinum hexachloro platinate hexahydrate measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3343
title: XAFS spectrum of Titanium(IV) dioxide (Rutile)

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ti L-edge of Titanium(IV) dioxide (Rutile) measured at Ritsumeikan-SR BL-11, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.5281/zenodo.18678130
title: Aleph General Intelligence Convergence Engine (AGICE) Reasoning Model (evidence bundles / trajectories / logs / configs)

description: Aleph General Intelligence Convergence Engine — Evidence Pack (v1.0.1)

Patent Pending. This work is the subject of a pending patent filing: U.S. Provisional Patent Application No. 63/978,753, filed February 9, 2026. The materials in this repository/record are provided for research and verification purposes and do not grant any license to patent rights.

This Zenodo record provides a cryptographically verifiable evidence pack for the Aleph General Intelligence Convergence Engine (AGICE). AGICE is presented as a step toward “general intelligence” in an operational sense: (1) reasoning that is governed under explicit policies with auditability and rollback, and (2) reasoning that can analyze failures, transform perspective, and branch into alternate trajectories to converge on a correct solution in unseen settings.

What this pack demonstrates

Step 1 — Mission-critical AI operations (governed reasoning):AGICE treats reasoning steps as policy-governed state transitions. Each round produces an auditable artifact trail (hash-chained events, signed manifests, deterministic replay descriptors). A multi-oracle verifier pack and explicit decision rules control acceptance/rejection; when constraints regress or confidence collapses, the system can roll back to a last-known-good state with an audit record.

Category 2 — Convergence on unseen problems (perspective transforms + branching):AGICE includes a convergence mechanism that can interpret failure signals, apply geometric multi-dimensional transforms (GMDT), and branch across alternative projections (e.g., base vs. −i style transforms) before arbitration selects the next incumbent step.

Contents





Evidence bundles (bundles/…) with hash-chained events.jsonl, bundle manifests, integrity metadata, and replay descriptors.




Signed release manifest (checksums/) with SHA256SUMS.txt and SHA256SUMS.sig + public key for chain-of-custody verification.




Offline verification tooling (verification/verify_offline.py) with strict validation (no unhashed extra files).




Governance artifacts (policies/) including governance/rollback policy, verifier pack definition, and arbitration/decision logic.




Policy hash binding (manifests/policy-hashes.csv, manifests/policy-artifacts.csv) mapping each run/bundle to the exact policy/verifier/decision hashes used.




Rollback case study (reports/rollback-case-study.csv + reports/governance-demo.md) and tamper-detection test (reports/tamper-test.md).




Replay scope notes (reports/REPLAY_SCOPE.md) clarifying what is fully replayable offline vs. what may require external benchmark assets.



Offline verification





sha256sum -c checksums/SHA256SUMS.txt




Verify checksums/SHA256SUMS.sig using checksums/SIGNING-PUBLIC-KEY.pem




python3 verification/verify_offline.py --bundle-root . --strict



Repository: TechStrike-ai / AGICE-Public.
DOI: 10.48505/nims.3457
title: XAFS spectrum of Indium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at In K-edge of Indium measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3385
title: XAFS spectrum of Manganese

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Mn K-edge of Manganese measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3401
title: XAFS spectrum of Lanthanum niobate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Nb K-edge of Lanthanum niobate measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.5281/zenodo.18609746
title: AFM images of information-carrying DNA origami nanostructures before and after 40 freeze–thaw cycles

description: Twist-corrected rectangular DNA origami nanostructures (DONs) containing five biotin (Bt) modifications were exposed to 40 freeze-thaw (F/T) cycles (RT <-> −25 °C or −80 °C) using two strategies. Glycerol was added to achieve final concentrations of 0 mM, 10 mM, and 100 mM.

Strategy I. Streptavidin (SAv) was freshly prepared from a 1 g L-1 stock solution in HPLC-grade water and added to the DON samples (in 1× TAE + 10 mM MgCl2) to reach a final SAv concentration of 500 nM, corresponding to a tenfold molar excess over the total Bt sites. The samples were incubated for 30 min at room temperature and subsequently subjected to F/T cycling. Afterwards, 10 µL of DON/SAv solution were deposited on freshly cleaved mica and subsequently covered with 90 µL of 1× TAE + 10 mM MgCl2 to reach a final DON and SAv concentration of 1 nM and 50 nM, respectively. The sample was incubated for 5 min to allow adsorption, after which the surfaces were rinsed three times with 3 mL of HPLC-grade water to remove unbound material and dried under argon (1 bar) prior to AFM imaging. 

Strategy II. F/T cycling of DONs (in 1× TAE + 10 mM MgCl2) was performed in the absence of SAv. After F/T cycling of , 10 µL of DON solution were deposited on freshly cleaved mica and subsequently covered with 90 µL of 1× TAE + 10 mM MgCl2 to reach a final DON concentration of 1 nM. After 5 min adsorption, the surface was rinsed three times with 3 mL HPLC-grade water and dried under argon (1 bar). 99 µL of fresh 1× TAE + 10 mM MgCl2 were then applied to the mica surface, after which 1 µL of 5 µM SAv solution was added to reach a final concentration of 50 nM. The sample was incubated for 30 min at room temperature, rinsed again three times with 3 mL HPLC-grade water, and dried under argon (1 bar). 

Each sample (200 µL) was sealed in polypropylene PCR tubes and stored at −25 °C. For F/T cycling, each cycle consisted of freezing at −25 °C for at least 20 min followed by 20 min thawing at room temperature. A total of 40 cycles were performed. For one additional experiment using strategy II, F/T cycling was performed at −80 °C, with each cycle consisting of freezing at −80 °C for at least 8 min followed by 10 min thawing at room temperature.

All samples were imaged in air using a Bruker Dimension Icon operated in ScanAsyst mode with ScanAsyst-Air cantilevers. Images were recorded at a scan size of 2 × 2 µm² with 1024 × 1024 pixels and a line rate of 1 Hz.
DOI: 10.5281/zenodo.17782154
title: AFM images of information-carrying DNA origami nanostructures before and after 40 freeze–thaw cycles

description: Twist-corrected rectangular DNA origami nanostructures (DONs) containing five biotin (Bt) modifications were exposed to 40 freeze-thaw (F/T) cycles (RT <-> −25 °C or −80 °C) using two strategies. Glycerol was added to achieve final concentrations of 0 mM, 10 mM, and 100 mM.

Strategy I. Streptavidin (SAv) was freshly prepared from a 1 g L-1 stock solution in HPLC-grade water and added to the DON samples (in 1× TAE + 10 mM MgCl2) to reach a final SAv concentration of 500 nM, corresponding to a tenfold molar excess over the total Bt sites. The samples were incubated for 30 min at room temperature and subsequently subjected to F/T cycling. Afterwards, 10 µL of DON/SAv solution were deposited on freshly cleaved mica and subsequently covered with 90 µL of 1× TAE + 10 mM MgCl2 to reach a final DON and SAv concentration of 1 nM and 50 nM, respectively. The sample was incubated for 5 min to allow adsorption, after which the surfaces were rinsed three times with 3 mL of HPLC-grade water to remove unbound material and dried under argon (1 bar) prior to AFM imaging. 

Strategy II. F/T cycling of DONs (in 1× TAE + 10 mM MgCl2) was performed in the absence of SAv. After F/T cycling of , 10 µL of DON solution were deposited on freshly cleaved mica and subsequently covered with 90 µL of 1× TAE + 10 mM MgCl2 to reach a final DON concentration of 1 nM. After 5 min adsorption, the surface was rinsed three times with 3 mL HPLC-grade water and dried under argon (1 bar). 99 µL of fresh 1× TAE + 10 mM MgCl2 were then applied to the mica surface, after which 1 µL of 5 µM SAv solution was added to reach a final concentration of 50 nM. The sample was incubated for 30 min at room temperature, rinsed again three times with 3 mL HPLC-grade water, and dried under argon (1 bar). 

Each sample (200 µL) was sealed in polypropylene PCR tubes and stored at −25 °C. For F/T cycling, each cycle consisted of freezing at −25 °C for at least 20 min followed by 20 min thawing at room temperature. A total of 40 cycles were performed. For one additional experiment using strategy II, F/T cycling was performed at −80 °C, with each cycle consisting of freezing at −80 °C for at least 8 min followed by 10 min thawing at room temperature.

All samples were imaged in air using a Bruker Dimension Icon operated in ScanAsyst mode with ScanAsyst-Air cantilevers. Images were recorded at a scan size of 2 × 2 µm² with 1024 × 1024 pixels and a line rate of 1 Hz.
DOI: 10.48505/nims.3380
title: XAFS spectrum of Rhodium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Rh K-edge of Rhodium measured at PFAR, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3315
title: XAFS spectrum of Potassium dihydrogen phosphate

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at P K-edge of Potassium dihydrogen phosphate measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3292
title: XAFS spectrum of Calcium(II) hydroxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ca K-edge of Calcium(II) hydroxide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3432
title: XAFS spectrum of Palladium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Pd K-edge of Palladium measured at PFAR, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3403
title: XAFS spectrum of Molybdenum(VI) oxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Mo K-edge of Molybdenum(VI) oxide measured at Aichi SR, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3360
title: XAFS spectrum of Copper-platinum alloy

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Cu K-edge of Copper-platinum alloy measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3353
title: XAFS spectrum of Aluminum fluoride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at F K-edge of Aluminum fluoride measured at Ritsumeikan-SR BL-2, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3303
title: XAFS spectrum of Magnesium oxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Mg K-edge of Magnesium oxide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3453
title: XAFS spectrum of Indium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at In K-edge of Indium measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.48505/nims.3451
title: XAFS spectrum of Indium

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at In K-edge of Indium measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.6084/m9.figshare.31347463
title: Data to: Evaluation of a car-based method for mapping the invasive <i>Lupinus polyphyllus</i> Lindl in road infrastructure

description: The aim of the study was to evaluate the accuracy of a car-based survey method for mapping <i>L. polyphyllus </i>(lupines)<i> </i>in road verges and how the physical characteristics of the stands influenced their detection from the car.The file contains data on 223 lupine stands detected along verification stretches examined in four study areas (Heby, Enköping, Uppsala, and Funäsdalen) in the publication: Dániel-Ferreira et al. 2026. Evaluation of a car-based method for mapping the invasive Lupinus polyphyllus Lindl in road infrastructure. Scientific Reports. Meta-data: Year: Year in which the study area was surveyed for lupines. Study area: Area in which the lupine stands were found. Stand length (m): Length of the lupine stand in meters. The length was extracted from the polyline created in the Field Maps app. Width (m): Width of the lupine stand in meters. The width was an approximation as an integer starting at 1 meter. Stand continues outside the road verge: Indicates whether the lupine stand continued (Yes) or not (No) outside the road verge. Stand density: Density of the lupine stand given as one in four possible categories: single plant, sparse &lt;50% (lupines covered less than 50% of the stand surface), dense 50-90% (lupines covered approximately between 50 and 90% of the stand surface), and dominating &gt;90% (lupines covered more than 90% of the stand surface).Stands position: Position of the lupine stand in the road verge. The stand could be positioned in: side slope, back slope, and both side and back slopes. ID verification stretch: Indicates the identity of the verification stretch on which the lupine stand was observed. Stand detected with car: Indicates whether the lupine stand observed during the survey by foot was also detected during the survey by car (Yes) or if it was missed during the survey by car (No). Speed (km/h): Indicates the speed of the car along the verification stretches during the survey by car. Observe that speed of the surveying vehicle was only registered during the first two (2021, 2022) years of the study.
DOI: 10.6084/m9.figshare.31347463.v1
title: Data to: Evaluation of a car-based method for mapping the invasive <i>Lupinus polyphyllus</i> Lindl in road infrastructure

description: The aim of the study was to evaluate the accuracy of a car-based survey method for mapping <i>L. polyphyllus </i>(lupines)<i> </i>in road verges and how the physical characteristics of the stands influenced their detection from the car.The file contains data on 223 lupine stands detected along verification stretches examined in four study areas (Heby, Enköping, Uppsala, and Funäsdalen) in the publication: Dániel-Ferreira et al. 2026. Evaluation of a car-based method for mapping the invasive Lupinus polyphyllus Lindl in road infrastructure. Scientific Reports. Meta-data: Year: Year in which the study area was surveyed for lupines. Study area: Area in which the lupine stands were found. Stand length (m): Length of the lupine stand in meters. The length was extracted from the polyline created in the Field Maps app. Width (m): Width of the lupine stand in meters. The width was an approximation as an integer starting at 1 meter. Stand continues outside the road verge: Indicates whether the lupine stand continued (Yes) or not (No) outside the road verge. Stand density: Density of the lupine stand given as one in four possible categories: single plant, sparse &lt;50% (lupines covered less than 50% of the stand surface), dense 50-90% (lupines covered approximately between 50 and 90% of the stand surface), and dominating &gt;90% (lupines covered more than 90% of the stand surface).Stands position: Position of the lupine stand in the road verge. The stand could be positioned in: side slope, back slope, and both side and back slopes. ID verification stretch: Indicates the identity of the verification stretch on which the lupine stand was observed. Stand detected with car: Indicates whether the lupine stand observed during the survey by foot was also detected during the survey by car (Yes) or if it was missed during the survey by car (No). Speed (km/h): Indicates the speed of the car along the verification stretches during the survey by car. Observe that speed of the surveying vehicle was only registered during the first two (2021, 2022) years of the study.
DOI: 10.48505/nims.3298
title: XAFS spectrum of Calcium oxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Ca K-edge of Calcium oxide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/hyb-1vp-tzy
title: Leucotaenius procteri (G. B. Sowerby III, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0cq-2se-pyf
title: Oncomelania hupensis Gredler, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7t7-zka-een
title: Terebra commaculata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3jg-5am-qkl
title: Duplicaria spectabilis (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rby-vym-cbx
title: Bythinella Moquin-Tandon, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3439
title: XAFS spectrum of Rhodium(III) chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Rh K-edge of Rhodium(III) chloride measured at PF, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.15468/dl.t6kahn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Armenia",
 "TaxonKey is Hypholoma fasciculare"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031814-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lfe-qh8-mz4
title: Bythinella Moquin-Tandon, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewz-vqc-pvq
title: Islamia Radoman, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhy-s1q-cen
title: Phrontis pagoda (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08j-ks2-0mh
title: Phrontis luteostoma (Broderip & G. B. Sowerby I, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yte-2w5-fre
title: Nassarius delicatus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3285
title: XAFS spectrum of γ-Aluminum oxide

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Al K-edge of γ-Aluminum oxide measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/08k-356-frj
title: Vertigo moulinsiana (Dupuy, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/623-jdj-xhx
title: Pseudopeas Putzeys, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3tq-33w-r43
title: Vertigo moulinsiana (Dupuy, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d68-4zj-p5m
title: Nassarius margaritifer (Dunker, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8m-wk4-fc1
title: Nassarius canaliculatus (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.48505/nims.3301
title: XAFS spectrum of Sodium chloride

description: This dataset consists of X-ray absorption fine structure (XAFS) spectra at Cl K-edge of Sodium chloride measured at Ritsumeikan-SR BL-10, and is a part of XAFS database (MDR XAFS DB, https://doi.org/10.48505/nims.1447) as a collection of MDR
DOI: 10.3535/66r-snm-y1d
title: Subulina H. Beck, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.