cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15553919
title: Melasta SLPBA842124HV (ICP42/127/10) Lithium-Polymer Battery - Data - 2024-10-23 - 15077312

description: Scope

This record collates data associated to a lithium-polymer battery cell (model: SLPBA842124HV, IEC Designation: ICP42/127/10), manufactured by Melasta. RDF metadata is made available in metadata.jsonld and metadata.html formats. 

Battery Cell




Property
Value


Name




Melasta-SLPBA842124HV-2024-10-23-15077313




Model
SLPBA842124HV


Manufacturer
Melasta


IEC Designation
ICP42/172/10


Chemistry
LCO-Graphite


Format
Pouch Cell


Nominal Voltage  /  V
3.8


Nominal Capacity  /  mA h
6500




Raw Data




Filename
Description
Format
Usage


sintef__melasta-slpba842124hv-2024-10-23-15077312__rate-testing.bdf.parquet
Raw data from the discharging rate test of cell ICP4212710-1 in battery data format, serialized as parquet.
Parquet
Characterizing the electrical and thermal response of battery cells under different discharging currents




Visualization




Filename
Description
Format
Usage


sintef__melasta-slpba842124hv-2024-10-23-15077312__rate-testing.plot.png
Plot showing voltage, current, and temperature vs time for the ICP4212710-1 cell.
PNG
Visual overview of the test results.


plot.ipynb
Jupyter Notebook to generate the visualization.
IPYNB
Reproducible plotting and analysis.


SLPBA842124HV.image.png
Photo of the type of battery used in the test.
PNG
Referenced in the metadata for visual context.




RDF Metadata

This dataset contains RDF metadata that is annotated with terms from controlled vocabularies (e.g. dcat, csvw, schema.org) and domain-specific ontologies (EMMO, BattINFO)




Filename
Description
Format
Usage


metadata.jsonld
JSON-LD metadata record describing the dataset, equipment, and parameters.
JSON
Enables integration into semantic web and FAIR data workflows.


metadata.html
HTML page that embeds the JSON-LD metadata for machine agents
HTML
Helps web crawlers to find and process the metadata




Scripts and Environment




Filename
Description
Format
Usage




requirements.txt
List of Python dependencies used for plotting and conversion.
TXT
Reproducible setup of Python environment with pip install -r requirements.txt .




Licensing

This dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0), allowing sharing and reuse with proper attribution.

Contact Information

For questions or further assistance, please contact Simon Clark at simon.clark@sintef.no.

Citation

If used in publications or derivative works, please cite:  



Simon Clark, Julie Cathrine Guldahl, Julian Richard Tolchard (2025). Melasta SLPBA842124HV (ICP42/127/10) Lithium-Polymer Battery - Data - 2024-10-23 - 15077312. https://doi.org/10.5281/zenodo.15077312
DOI: 10.15468/dl.6gpps3
title: Occurrence Download

description: A dataset containing 10149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea diffusa Lam."
 ]
}

 The dataset includes 10149 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008834-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18279040
title: Gnaphalium virgatum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279039
title: Gnaphalium virgatum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.15468/dl.hddcav
title: Occurrence Download

description: A dataset containing 5985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemorrhois hippocrepis",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5985 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016369-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18279041
title: Gochnatia Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279042
title: Gochnatia Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279033
title: QO'ZG'ALUVCHAN CHEGARALI FUNKSIONAL EKSTREMUMI VA ULARGA DOIR BA'ZI MASALALAR

description: x
DOI: 10.5281/zenodo.18279034
title: QO'ZG'ALUVCHAN CHEGARALI FUNKSIONAL EKSTREMUMI VA ULARGA DOIR BA'ZI MASALALAR

description: x
DOI: 10.5281/zenodo.18279043
title: Gochnatia corymbosa Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279044
title: Gochnatia corymbosa Less. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279047
title: Gochnatia malmei Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279048
title: Gochnatia malmei Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.15468/dl.7x7st5
title: Occurrence Download

description: A dataset containing 3345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea indica",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3345 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016371-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a2crt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea indica",
 "Country is Mozambique",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016372-260108223611665/datasets/export for details.
DOI: 10.15468/dl.y26bjn
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-59.00499356296493 -37.587454540108396, -59.06999460993541 -37.59772419668603, -59.12514695473727 -37.62697734327066, -59.16207384096503 -37.670778932584426, -59.17513417091852 -37.72247912972358, -59.162292423298815 -37.77421483047708, -59.125456078164405 -37.81810213345427, -59.0702131941447 -37.847440994206245, -59.00499356296493 -37.85774615490207, -58.93977393178516 -37.84744099420623, -58.884531047765456 -37.81810213345428, -58.847694702631046 -37.77421483047708, -58.83485295501134 -37.722479129723574, -58.84791328496485 -37.670778932584426, -58.884840171192586 -37.62697734327068, -58.93999251599447 -37.59772419668604, -59.00499356296493 -37.587454540108396))",
 "HasCoordinate is true",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 525 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016373-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18279049
title: RIVOJLANGAN MAMLAKATLARDA MAKTABGACHA TA'LIM TIZIMI

description: Mazkur maqolada rivojlangan mamlakatlarda maktabgacha ta’lim tizimining mazmuni, tuzilishi va asosiy rivojlanish yo‘nalishlari tahlil qilinadi. Maktabgacha ta’lim bolalarning erta yoshdan jismoniy, aqliy, ijtimoiy va hissiy rivojlanishini ta’minlovchi muhim bosqich hisoblanadi. Rivojlangan davlatlarda ushbu ta’lim bosqichi davlat siyosatining ustuvor yo‘nalishlaridan biri sifatida qaralib, bolaga yo‘naltirilgan, o‘yin asosidagi va individual yondashuvga tayangan ta’lim modeli keng qo‘llaniladi. Maqolada Finlyandiya, Germaniya, Yaponiya va AQSh kabi mamlakatlar tajribasi misolida maktabgacha ta’lim muassasalarining faoliyati, ta’lim dasturlari, tarbiyachilar malakasi hamda ota-onalar bilan hamkorlik masalalari yoritib beriladi. Shuningdek, maktabgacha ta’limda sifatni ta’minlash, teng imkoniyatlar yaratish va bolalarni maktab ta’limiga tayyorlashda innovatsion pedagogik yondashuvlarning ahamiyati ochib beriladi. Tadqiqot natijalari rivojlangan mamlakatlar tajribasidan foydalanish orqali maktabgacha ta’lim tizimini takomillashtirish, ta’lim sifatini oshirish va bolalarning barkamol   rivojlanishini ta’minlash mumkinligini ko‘rsatadi.
DOI: 10.5281/zenodo.18279050
title: RIVOJLANGAN MAMLAKATLARDA MAKTABGACHA TA'LIM TIZIMI

description: Mazkur maqolada rivojlangan mamlakatlarda maktabgacha ta’lim tizimining mazmuni, tuzilishi va asosiy rivojlanish yo‘nalishlari tahlil qilinadi. Maktabgacha ta’lim bolalarning erta yoshdan jismoniy, aqliy, ijtimoiy va hissiy rivojlanishini ta’minlovchi muhim bosqich hisoblanadi. Rivojlangan davlatlarda ushbu ta’lim bosqichi davlat siyosatining ustuvor yo‘nalishlaridan biri sifatida qaralib, bolaga yo‘naltirilgan, o‘yin asosidagi va individual yondashuvga tayangan ta’lim modeli keng qo‘llaniladi. Maqolada Finlyandiya, Germaniya, Yaponiya va AQSh kabi mamlakatlar tajribasi misolida maktabgacha ta’lim muassasalarining faoliyati, ta’lim dasturlari, tarbiyachilar malakasi hamda ota-onalar bilan hamkorlik masalalari yoritib beriladi. Shuningdek, maktabgacha ta’limda sifatni ta’minlash, teng imkoniyatlar yaratish va bolalarni maktab ta’limiga tayyorlashda innovatsion pedagogik yondashuvlarning ahamiyati ochib beriladi. Tadqiqot natijalari rivojlangan mamlakatlar tajribasidan foydalanish orqali maktabgacha ta’lim tizimini takomillashtirish, ta’lim sifatini oshirish va bolalarning barkamol   rivojlanishini ta’minlash mumkinligini ko‘rsatadi.
DOI: 10.15468/dl.22w2wj
title: Occurrence Download

description: A dataset containing 3072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera japonica",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3072 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016374-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn5acn
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies pinsapo"
 ]
}

 The dataset includes 457 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016375-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18279064
title: O'ZBEKISTON TARIXI FANINI O'QITISHDA YUQORI SINF O'QUVCHILARINI IJTIMOIY MOSLASHTIRISH NAZARIY ASOSLARI

description: Ushbu tezis O‘zbekiston tarixi fanini o‘qitish jarayonida yuqori sinf o‘quvchilarining ijtimoiy moslashuvini shakllantirishga qaratilgan nazariy asoslarni tadqiq etadi. Tadqiqot jarayonida ijtimoiy moslashuv tushunchasi, uning psixologik, sotsiologik va pedagogik komponentlari, shuningdek, tarixiy bilimlar kontekstida o‘quvchilarning ijtimoiy identifikatsiyasini rivojlantirish mexanizmlari ilmiy jihatdan tahlil qilindi. Tezisda o‘quv jarayonida interfaol va integrativ metodlar, tarixiy hodisalarni o‘quvchilar hayotiy tajribasi bilan bog‘lash, hamda ijtimoiy rollarni anglash orqali shaxsning jamiyatga moslashuvini kuchaytirish amaliy yo‘llari ko‘rsatildi. Shu bilan birga, o‘quvchilarni tanqidiy fikrlash, tarixiy tafakkur va madaniy merosga hurmat ruhida tarbiyalashning nazariy asoslari ham keng muhokama qilindi. Tadqiqot natijalari ta’lim jarayonida samarali ijtimoiy moslashuvni ta’minlash uchun pedagogik strategiyalar va o‘quv metodikasini rivojlantirishga ilmiy hissa qo‘shadi.
DOI: 10.5281/zenodo.18279063
title: O'ZBEKISTON TARIXI FANINI O'QITISHDA YUQORI SINF O'QUVCHILARINI IJTIMOIY MOSLASHTIRISH NAZARIY ASOSLARI

description: Ushbu tezis O‘zbekiston tarixi fanini o‘qitish jarayonida yuqori sinf o‘quvchilarining ijtimoiy moslashuvini shakllantirishga qaratilgan nazariy asoslarni tadqiq etadi. Tadqiqot jarayonida ijtimoiy moslashuv tushunchasi, uning psixologik, sotsiologik va pedagogik komponentlari, shuningdek, tarixiy bilimlar kontekstida o‘quvchilarning ijtimoiy identifikatsiyasini rivojlantirish mexanizmlari ilmiy jihatdan tahlil qilindi. Tezisda o‘quv jarayonida interfaol va integrativ metodlar, tarixiy hodisalarni o‘quvchilar hayotiy tajribasi bilan bog‘lash, hamda ijtimoiy rollarni anglash orqali shaxsning jamiyatga moslashuvini kuchaytirish amaliy yo‘llari ko‘rsatildi. Shu bilan birga, o‘quvchilarni tanqidiy fikrlash, tarixiy tafakkur va madaniy merosga hurmat ruhida tarbiyalashning nazariy asoslari ham keng muhokama qilindi. Tadqiqot natijalari ta’lim jarayonida samarali ijtimoiy moslashuvni ta’minlash uchun pedagogik strategiyalar va o‘quv metodikasini rivojlantirishga ilmiy hissa qo‘shadi.
DOI: 10.5281/zenodo.18277347
title: SPUR-MTDL Experimental Data: High-Resolution Mass Spectrometry, NMR (¹H & ¹³C), Rodent Behavioral & Transgenerational Assays, Bisulfite Sequencing, and Molecular Docking (Walter W., Substrate Decentralized Bio-Research, 2026) - Kathmandu Lab Site 021

description: Supporting dataset for the preprint:

SPUR-MTDL: Sudden Propagating Unification Reactor Multi-Directional Ligand — Synthesis, Characterization, and Ontological Reduction of Ego-Centric Neural Architecture via Heritable Cooperative Plasticity (Walter W. / Substrate Decentralized Bio-Research, January 2026)

Preprint available at: https://independent.academia.edu/WalterWBioResearch

This dataset contains experimental and supporting data for SPUR-MTDL (C₅₇H₇₀N₄O₉, MW 955.20 Da), a convergent multi-target directed ligand (MTDL) designed to integrate Dihexa-inspired neurotrophic signaling, ALTO-100-derived epigenetic modulation, and phenethylamine-based monoaminergic tuning.

Files include:- HRMS (Orbitrap ESI+, [M+H]+ 955.5215, Δ = 0.6 ppm)- ¹H NMR (600 MHz, DMSO-d₆) and ¹³C NMR (150 MHz, DMSO-d₆) spectra (CSV & PNG)- 2D COSY correlation matrix (CSV)- Rodent behavioral data (F0 baseline & F1 transgenerational emotional intelligence scores, CSV)- Bisulfite sequencing FASTQ files (SPUR lineage & control, methylation % drop from 66.2% to 44.8%)- TrkB molecular docking structure (PDB)- Summary statistics (JSON: n values, p-values, EC₅₀s, etc.)- README.md with file overview and citation guidance

All data supports in vitro claims of 500–550% synaptogenesis enhancement, 150–250% BDNF upregulation, 80 to 90% EI improvement, 90% pro-social signaling increases (IL-10, oxytocin, vasopressin, serotonin), and heritable epigenetic modifications (offspring EI +45%, p<0.001), with XOR-gated BDNF/HGF pathway redundancy (EC₅₀ 0.18 nM / 1.05 nM).

Animal studies compliant with Swiss Federal Act on Animal Protection (TSchG) and EU Directive 2010/63/EU (protocol SR-2023-08-NCE, NCEB-Zurich). Human survey data (n=85) under informed consent (IRCS-Geneva, protocol IRCS-2024-142-WW).

License: CC-BY 4.0 International  Citation: Walter W. (2026). Supporting Dataset for SPUR-MTDL [Dataset]. 

Pre-Print of the Paper Can be Viewed Here: https://www.academia.edu/146179107/A_Ligand_for_Heritable_Emotional_Intelligence_Enhancement_SPUR_MTDL_In_Vitro_Characterization_and_Synthesis
DOI: 10.5281/zenodo.18277348
title: SPUR-MTDL Experimental Data: High-Resolution Mass Spectrometry, NMR (¹H & ¹³C), Rodent Behavioral & Transgenerational Assays, Bisulfite Sequencing, and Molecular Docking (Walter W., Substrate Decentralized Bio-Research, 2026) - Kathmandu Lab Site 021

description: Supporting dataset for the preprint:

SPUR-MTDL: Sudden Propagating Unification Reactor Multi-Directional Ligand — Synthesis, Characterization, and Ontological Reduction of Ego-Centric Neural Architecture via Heritable Cooperative Plasticity (Walter W. / Substrate Decentralized Bio-Research, January 2026)

Preprint available at: https://independent.academia.edu/WalterWBioResearch

This dataset contains experimental and supporting data for SPUR-MTDL (C₅₇H₇₀N₄O₉, MW 955.20 Da), a convergent multi-target directed ligand (MTDL) designed to integrate Dihexa-inspired neurotrophic signaling, ALTO-100-derived epigenetic modulation, and phenethylamine-based monoaminergic tuning.

Files include:- HRMS (Orbitrap ESI+, [M+H]+ 955.5215, Δ = 0.6 ppm)- ¹H NMR (600 MHz, DMSO-d₆) and ¹³C NMR (150 MHz, DMSO-d₆) spectra (CSV & PNG)- 2D COSY correlation matrix (CSV)- Rodent behavioral data (F0 baseline & F1 transgenerational emotional intelligence scores, CSV)- Bisulfite sequencing FASTQ files (SPUR lineage & control, methylation % drop from 66.2% to 44.8%)- TrkB molecular docking structure (PDB)- Summary statistics (JSON: n values, p-values, EC₅₀s, etc.)- README.md with file overview and citation guidance

All data supports in vitro claims of 500–550% synaptogenesis enhancement, 150–250% BDNF upregulation, 80 to 90% EI improvement, 90% pro-social signaling increases (IL-10, oxytocin, vasopressin, serotonin), and heritable epigenetic modifications (offspring EI +45%, p<0.001), with XOR-gated BDNF/HGF pathway redundancy (EC₅₀ 0.18 nM / 1.05 nM).

Animal studies compliant with Swiss Federal Act on Animal Protection (TSchG) and EU Directive 2010/63/EU (protocol SR-2023-08-NCE, NCEB-Zurich). Human survey data (n=85) under informed consent (IRCS-Geneva, protocol IRCS-2024-142-WW).

License: CC-BY 4.0 International  Citation: Walter W. (2026). Supporting Dataset for SPUR-MTDL [Dataset]. 

Pre-Print of the Paper Can be Viewed Here: https://www.academia.edu/146179107/A_Ligand_for_Heritable_Emotional_Intelligence_Enhancement_SPUR_MTDL_In_Vitro_Characterization_and_Synthesis
DOI: 10.34740/kaggle/dsv/14526228
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18279079
title: Gochnatia polymorpha (Less.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279080
title: Gochnatia polymorpha (Less.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279071
title: SGUFT G-closure V8.3 (PERT1c): Adjudicable Perturbation-Closure Robustness Patch with Radiation (Ωr a^-4) and Curvature (Ωk a^-2) Extensions — RUN_G_PERT_0001_PERT1c

description: This record archives SGUFT G-closure layer V8.3 (PERT1c), an adjudicable (PASS/FAIL) robustness patch that extends the baseline FRW toy background used in earlier perturbation-closure demonstrations by explicitly adding radiation and curvature terms to the Friedmann background: Ωr a^-4 and Ωk a^-2. The goal is to validate that the perturbation-level closure residuals remain stable (within frozen thresholds) under these background extensions, strengthening cosmological coverage without altering the core adjudication philosophy.

Adjudication is fully auditable and depends only on declared outputs plus audit/manifest under frozen thresholds (eps = 2e-3). A 2×4 regularization/cutoff matrix is used (HK/LP regularizer families × four cutoff levels), and adapter-level results are aggregated to a run-level verdict using the standard ≥2/3 adapters PASS rule. Explanatory notes and literature comparisons, if present, are excluded from adjudication.

Files in this record (three artifacts):





RUN_G_PERT_0001_PERT1c_pert1c_only_pack_v1.zip




RUN_G_PERT_0001_PERT1c_pert1c_evidence_pack_v1.zip




V8_3_delivery_PERT1c_summary_pack_v1.zip
DOI: 10.5281/zenodo.18279072
title: SGUFT G-closure V8.3 (PERT1c): Adjudicable Perturbation-Closure Robustness Patch with Radiation (Ωr a^-4) and Curvature (Ωk a^-2) Extensions — RUN_G_PERT_0001_PERT1c

description: This record archives SGUFT G-closure layer V8.3 (PERT1c), an adjudicable (PASS/FAIL) robustness patch that extends the baseline FRW toy background used in earlier perturbation-closure demonstrations by explicitly adding radiation and curvature terms to the Friedmann background: Ωr a^-4 and Ωk a^-2. The goal is to validate that the perturbation-level closure residuals remain stable (within frozen thresholds) under these background extensions, strengthening cosmological coverage without altering the core adjudication philosophy.

Adjudication is fully auditable and depends only on declared outputs plus audit/manifest under frozen thresholds (eps = 2e-3). A 2×4 regularization/cutoff matrix is used (HK/LP regularizer families × four cutoff levels), and adapter-level results are aggregated to a run-level verdict using the standard ≥2/3 adapters PASS rule. Explanatory notes and literature comparisons, if present, are excluded from adjudication.

Files in this record (three artifacts):





RUN_G_PERT_0001_PERT1c_pert1c_only_pack_v1.zip




RUN_G_PERT_0001_PERT1c_pert1c_evidence_pack_v1.zip




V8_3_delivery_PERT1c_summary_pack_v1.zip
DOI: 10.15468/dl.y7rfs4
title: Occurrence Download

description: A dataset containing 15871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natrix maura",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15871 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016376-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18279085
title: Gochnatia polymorpha subsp. ceanothifolia (Less.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.5281/zenodo.18279086
title: Gochnatia polymorpha subsp. ceanothifolia (Less.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:47
DOI: 10.15468/dl.chkfa7
title: Occurrence Download

description: A dataset containing 788938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Lolium perenne L.",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 788938 records from 2898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016354-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.