cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18392779
title: In Silico Discovery of Novel KRAS G12D Inhibitor Candidates

description: Defensive publication of novel chemical scaffolds targeting the KRAS G12D mutation (PDB: 5Y0Z).  <-- please read the edit at the bottom, mistakes happend 

Primary Candidate SMILES: N#CC1(CS(=O)(=O)N2Cc3ccc(Cl)cc3[C@H](C(=O)Nc3cncc4c(C=O)cccc34)C2)CC1

Methodology: Hybrid Evolutionary De Novo Design Engine (Atom-Based) combining Vina docking and deep-learning filtration. JarvisAutoSearh (AGI like Agent ARES with Virtual Lab)

Results:- Predicted Affinity: -5.5 kcal/mol- Ligand Efficiency: -0.16- Novelty: Structure absent from public databases as of Jan 2026.

This dataset is released into the Public Domain to establish Prior Art and prevent patenting by third parties.Disclaimer :The molecular structures (SMILES) provided in this report may appear exotic or non-academic compared to standard organic databases. This is a deliberate architectural choice of our AGI-driven pipeline, which is designed to explore the full periodic table beyond restricted organic chemistry.Universal Chemistry Route: To prevent system crashes while handling transition metals (Gold, Platinum) or complex metalloids, the current engine uses a "Shape Proxy" methodology.Intended Behavior: These non-standard notations are not bugs; they are functional placeholders that allow the AGI to maintain physical stability during high-throughput docking and evolution cycles.

Transparency First: This initial release prioritizes transparency. We choose to showcase the model's current strengths (multi-domain exploration) and known weaknesses (SMILES academic formatting) rather than filtering out groundbreaking organometallic results.

Future Roadmap: We are actively developing a refined "Chemical Translator" for upcoming versions to align these results with standard IUPAC/academic SMILES without losing the physical data of the metal centers.

I apologize for any friction these non-standard strings may cause during analysis. We are pioneering a path where AI logic meets physical reality, and your feedback is essential for this evolution.

Contribute to further research & development: > https://ko-fi.com/jarvisautosearch_ares


Edit 1/30/2026 : A refined/filtered dataset will follow. This update will remove noise (fragments/unstable structures) using Jarvis V6's "Scientific Validity Judge" and "Synthesis Difficulty" filters to provide high-confidence drug-like leads . On a + 4000 entry raw datasetEdit 1/31/2026 :  Important correction regarding the target protein. Due to a pipeline configuration error, the previous dataset was generated using the 5Y0Z (SIRT2) PDB structure instead of the intended KRAS G12D model. I apologize for this targeting oversight; the SIRT2 structure was not properly cleared from the Jarvis-ARES docking environment prior to the run.

As a result, the affinity scores in Version 1 reflect binding to SIRT2. A corrected dataset (Version 2) specifically targeting the 7RPZ (KRAS G12D) structure is currently being processed by JarvisAutoSearch via ARES_II and will be uploaded shortly. Thank you for your understanding as we refine this autonomous discovery path.
DOI: 10.15468/dl.grqkkk
title: Occurrence Download

description: A dataset containing 75288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((14.423000 47.506000, 14.808000 47.506000, 14.808000 47.652000, 14.423000 47.652000, 14.423000 47.506000))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75288 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003550-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18401909
title: ASSETS_D2.3_IZTECH_IZMIR Transcriptions [Data set].
DOI: 10.5281/zenodo.18401910
title: ASSETS_D2.3_IZTECH_IZMIR Transcriptions [Data set].
DOI: 10.15468/dl.mdkp67
title: Occurrence Download

description: A dataset containing 55213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Algeria",
 "DatasetKey is one of (The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), Meise Botanic Garden Herbarium (BR), Royal Botanic Gardens, Kew - Herbarium Specimens, A global database for the distributions of crop wild relatives, Naturalis Biodiversity Center (NL) - Botany, Svalbard Global Seed Vault Collection, Herbarium specimens of Université de Montpellier 2, Institut de Botanique (MPU)), Tropicos MO Specimen Data)",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 55213 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003566-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k86xy7
title: Occurrence Download

description: A dataset containing 141104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aedes albopictus)"
 ]
}

 The dataset includes 141104 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003560-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xeuycz
title: Replication Code for: Negative Social Ties as Emerging Risk Factors for Accelerated Aging, Inflammation, and Multimorbidity

description: Negative social ties, or "hasslers," are pervasive yet understudied components of social networks that may accelerate biological aging and morbidity. Using ego-centric network data and DNA methylation-based biological aging clocks (i.e., DunedinPACE and age-accelerated GrimAge2) from saliva from a state representative probability sample in Indiana, we examine how negative social ties are associated with accelerated biological aging and a broad range of health outcomes, including inflammation and multimorbidity. Negative relationships are not rare within close relationships, as nearly 30% of individuals report having at least one hassler in their network. These hasslers tend to occupy peripheral network positions and are more likely to be connected through weak, uniplex ties. Importantly, exposure to negative social ties follows patterns of social and health vulnerability, with women, daily smokers, people in poorer health, and those with adverse childhood experiences more likely to report having hasslers in their networks. Having more hasslers is associated with accelerated biological aging in both rate and cumulative burden: each additional hassler corresponds to approximately 1.5% faster pace of aging and roughly nine months older biological age. Moreover, not all hasslers exert the same influence; kin and non-kin hasslers show detrimental associations, whereas spouse hasslers do not. Finally, a greater number of hasslers is associated with multiple adverse health outcomes beyond epigenetic aging. These findings together highlight the critical role of negative social ties in biological aging as chronic stressors and the need for interventions that reduce harmful social exposures to promote healthier aging trajectories.
DOI: 10.6084/m9.figshare.28870709
title: Quantum Coherence Test between Virtual and Collective Anti-Time States

description: This simulation investigates the quantum coherence between an individual virtual particle state and a collective anti-time-induced quantum state. Using a simplified Hadamard test circuit, the experiment evaluates the overlap amplitude μcoherence=∣⟨Ψcollective∣Ψindividual⟩∣\mu_{\text{coherence}} = |\langle \Psi_{\text{collective}} | \Psi_{\text{individual}} \rangle|μcoherence​=∣⟨Ψcollective​∣Ψindividual​⟩∣, reflecting phase alignment and entanglement influence within anti-time dynamics.This simulation is part of a broader study on the theoretical implications of anti-time in quantum cosmology, particularly focusing on the transition from entangled virtual particle pairs to organized anti-matter states through collective quantum behavior.The circuit is written in OpenQASM 2.0 and executed on IBM Quantum Composer with 8192 shots.
DOI: 10.15468/dl.9xwvze
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Grus leucogeranus Pallas, 1773"
 ]
}

 The dataset includes 1220 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001783-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kk6rj
title: Occurrence Download

description: A dataset containing 258566 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 258566 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001769-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3dfxm
title: Occurrence Download

description: A dataset containing 5317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entomobryomorpha",
 "Year 2017-2019",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 5317 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049728-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3m2qb
title: Occurrence Download

description: A dataset containing 99906941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1987-2026"
 ]
}

 The dataset includes 99906941 records from 1883 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006157-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/w2faqq
title: Regional Political Opinion Survey - 2023

description: Regional Political Opinion Survey - 2023 version. This survey encompasses 10 cities within the Valparaiso Region of Chile. It gauges citizens' perspectives on various topics, including: familiarity with authorities, national reforms, transparency and accountability, citizen participation, and the role of media. Primarily, the survey serves as a platform for citizens to assess their local officials, thereby fostering accountability and strengthening local democracy.
DOI: 10.7910/dvn/37fded
title: Petition of Barsa Jeshel

description: &lt;p&gt;Petition subject: Indian guardians &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:12231225"&gt;http://nrs.harvard.edu/urn-3:FHCL:12231225&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: [Plymouth, Sandwich?] &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Several names from a committee &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Barsa Jeshel&lt;/li&gt;&lt;li&gt;Lucy Carter&lt;/li&gt;&lt;li&gt;Hiley Hall&lt;/li&gt;&lt;li&gt;Jerusha Moses&lt;/li&gt;&lt;li&gt;Matty Parsens&lt;/li&gt;&lt;li&gt;Silpher Robbins&lt;/li&gt;&lt;li&gt;Dorcus Webquish&lt;/li&gt;&lt;li&gt;Thyer Thomas&lt;/li&gt;&lt;li&gt;Solomon Joseph&lt;/li&gt;&lt;li&gt;Jesse Cowet&lt;/li&gt;&lt;li&gt;Patience Coomes&lt;/li&gt;&lt;li&gt;Molly Tomson&lt;/li&gt;&lt;li&gt;Patience Edwards&lt;/li&gt;&lt;li&gt;Sally Reed&lt;/li&gt;&lt;li&gt;Jesper Hall&lt;/li&gt;&lt;li&gt;Lundon Thomas&lt;/li&gt;&lt;li&gt;Sarah Liberty&lt;/li&gt;&lt;li&gt;Simon Valentine&lt;/li&gt;&lt;li&gt;Hannah Chummuck&lt;/li&gt;&lt;li&gt;Zilpah Wheelwright&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1808-01-28,1808-01-29 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 28, 1808 and referred to a committee and sent for concurrence and received in the Senate on January 29, 1808, read, and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 38.0 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, read, concurred &lt;/p&gt; &lt;p&gt;Females of color signatures: 26 &lt;/p&gt; &lt;p&gt;Males of color signatures: 12 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: Herring Pond and Black Ground tribe of Indians and proprietors of certain lands lying partly in Plymouth and partly in Sandwich, [males of color], [females of color] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Signatory column format: not column separated &lt;/p&gt; &lt;p&gt;Native American tribe: Herring Pond &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: right of self government, lands, act, law &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1807, c.109, passed March 9, 1808 &lt;/p&gt;
DOI: 10.7910/dvn/moxgzu
title: High Risk Pregnancy and Very Low Birthweight Studies Records, 1970-1990

description: &lt;p&gt;This dataset represents a group of paper records (a "series") within the Marie C. McCormick papers, 1956-2016 (inclusive), 1968-2009 (bulk), which can be accessed on-site at the Center for the History of Medicine at the Francis A. Countway Library of Medicine in Boston, Massachusetts. The series consists of administrative records, regulatory records, and occasional and analyzed research data, generated and compiled by Marie C. McCormick as a product of her research on two multisite studies.&lt;/p&gt; 
&lt;p&gt;The first study, "Evaluation of Regionalized Networks for High Risk Pregnancy Care," evaluated the effectiveness of a five-year program for high risk pregnant women and infants, especially with regard to the program’s impact on infant mortality and birth defects. The evaluation also considered whether a reduction in adverse pregnancy outcomes would be associated with other adverse effects. Records of the regionalization study include: survey instruments; reports, including analyzed and summarized data; and administrative correspondence. The second study, "Long-Term Outcomes of Very Low Birthweight Infants," focused on the long-term physical, psychological, mental, and social health of surviving high-risk infants. Although these were separate studies, the latter study used data and the existing subject population from the earlier study, as well as from another (the "Collaborative Study of Patent Ductus Arteriosus (PDA) in Preterm Babies"). Records of the long-term outcomes study include: protocols and methodologies; code books; survey instruments; analyzed and summarized data; and collected publications. Some papers are in Spanish.&lt;/p&gt;
&lt;p&gt;Data and associated records are accessible onsite at the Center for the History of Medicine per the conditions governing access described below.&lt;/p&gt;
&lt;p&gt;Conditions Governing Access to Original Collection Materials: The series represented by this dataset includes Harvard University records that are restricted for 50 years from the date of record creation. Researchers should contact &lt;a href="https://www.countway.harvard.edu/chom/research-and-access"&gt;Public Services&lt;/a&gt; for more information.&lt;/p&gt;
&lt;p&gt;The Marie C. McCormick papers were processed with grant funding from the Andrew W. Mellon Foundation, as awarded and administered by the Council on Library and Information Resources (CLIR) in 2016. View the &lt;a href="http://nrs.harvard.edu/urn-3:HMS.Count:med00244"&gt;Marie C. McCormick Papers finding aid&lt;/a&gt; for a full collection inventory of both paper and digital records, and for more information about accessing and using the collection.&lt;/p&gt;
description: Marie C. McCormick Papers
DOI: 10.7910/dvn/wgwmav
title: Replication Data for: Public-Sector Unions and the Size of Government

description: Public-sector unions are generally thought to increase the size of government through collective bargaining. This paper challenges this idea for the case of teacher unions in the U.S., and argues that while collective bargaining institutions sometimes lead to increased education spending, this is not the norm. Using a new longitudinal dataset spanning all states before and after they granted collective bargaining rights to teachers, the paper shows that although states that mandate districts to bargain with teachers have higher education expenditures than states that do not, the differences precede collective bargaining. Difference-in-differences analyses find no evidence that introducing collective bargaining rights led to average increases in the level of resources devoted to education. While existing theories cannot explain these null findings, the paper shows one reason behind them is that most laws granting collective bargaining rights to teachers were not unambiguously pro-labor, but included both pro- and anti-union provisions.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill. 

<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/wieqxq
title: Replication Data for: Do China's aid projects increase access to electricity in Africa? A perspective of spatial spillover effects among recipient countries

description: This work aims to explore whether China’s aid projects increase access to electricity in Sub-Saharan African countries with considering the spatial spillover effects among the recipient countries. To better understand the effect of China's aid projects on the access to electricity, the research compares the aid projects and technical assistance of OECD. The Moran index of Chinese aid projects is close to 0, indicating that the spatial distribution of project aid is random, and thus benefits a region. Whereas technical assistance usually benefits a specific country. The estimated coefficients of the direct and indirect effects of both aid projects and technical assistance in the short-term are positive, indicating that both aids help the recipient countries to increase access to electricity in the short-term. The misallocation effect of aid resources from neighboring countries can inhibit the access to electricity of recipient countries. The coefficient of the time lag term is roughly 0.5, indicating that the access to electricity of recipient countries not only has spatial spillover effects but also temporal path dependence effects. However, the spatial spillover effect has a greater impact on the access to electricity of recipient countries than the path dependence effect. (2023-01-14
DOI: 10.7910/dvn/c039tm
title: Does Attrition Behavior Help Explain the Duration of Interstate Wars? A Game Theoretic and Empirical Analysis

description: Does attrition behavior, defined as waiting for the other side to give in despite the costs of delay, help explain the duration of interstate wars? To answer this question we develop a war and bargaining model that integrates a dynamic progression of the war and allows the rivals to make offers at any time of their choosing while they fight. The model predicts that, in equilibrium, states choose to fight without making significant offers in the hope that the other side will give in to outstanding demands. The model also predicts that each side's flow cost of war increases with the probability that the other side gives in to its demands. This is the testable consequence of attrition behavior. Our statistical analysis suggests that both challenger and defender include attrition behavior in their conduct of warfare, and that this behavioral element significantly affects the duration of interstate wars.
DOI: 10.7910/dvn/fsci03
title: 2019 Social Accounting Matrix for Egypt

description: The 2019 SAM for Egypt builds on the previous 2014/15 SAM that was built and published by Central Agency for Public Mobilization and Statistics (CAPMAS) with the support of the International Food Policy Research Institute (IFPRI). The updated SAM also relies on information from the Supply and Use Tables and the Economic Census for 2017/18 that were produced by CAPMAS. It includes 69 sectors and 73 products. The SAM also includes 13 factors of production in three broad categories: labor, land, and capital. Labor is disaggregated across rural and urban areas and into four education-based categories. Capital is disaggregated into four subcategories: crops, livestock, mining, and other. The SAM has ten household groups that are disaggregated by national per capita expenditure quintiles, then split into rural and urban households. Overall, the 2019 SAM is composed of 177 rows x 177 columns.
description: Social Accounting Matrix (SAM)
description: EXCEL, 2016
DOI: 10.7910/dvn/k4tyvb
title: MEDW 2014 Lower Saxony European Election Study

description: This dataset was produced within the framework of the Making Electoral Democracy Work Project. It contains pre-election and post-election survey data from the 2014 European election in Lower Saxony. Making Electoral Democracy Work (MEDW) is an international collaborative project that was conducted between 2009 and 2017 by a large team of political scientists, economists, and psychologists from Canada, Europe, and the United States. Its goal was to examine how the rules of the game (especially the electoral system) and the electoral context (especially the competitiveness and salience of the election) influence the dynamic and reciprocal relationship between voters and parties. To do so, the project gathered data for different types of elections held in Canada, France, Germany, Spain, and Switzerland between 2010 and 2016. In each country, two subnational units, typically regions, were studied. The analyses were complemented by laboratory and online experiments, as well as data on the parties’ campaigns. A selection of the project publications can be found at http://electoraldemocracy.com/publications. For more information on the project visit the project website (http://electoraldemocracy.com) or read André Blais, “Making Electoral Democracy Work,” Electoral Studies 29 (2010): 169–70.
description: Stata, null
description: Making Electoral Democracy Work