doi stringlengths 7 64 | title stringlengths 10 67.7k | description stringlengths 1 67.4k | label stringclasses 6
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openaire-od_______645::260f076d6b6f2fe75207a67b96bbf135 | The EU’s Racial Equality Directive and the Evolution of Discourse in the Field of the Fight Against Discrimination. a Comparison Between France, the UK and Spain | This paper assesses the extent of the convergence of public policies purporting to combat racial discriminations in Europe by focusing on the cases of France, the UK and Spain. It shows that the influence of ‘national models’ remains powerful even when the implementation of a common policy instrument such as a Euro... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruc... |
10.1016/j.jgg.2021.05.008 | Multiomics metabolic and epigenetics regulatory network in cancer: A systems biology perspective | Genetic, epigenetic, and metabolic alterations are all hallmarks of cancer. However, the epigenome and metabolome are both highly complex and dynamic biological networks in vivo. The interplay between the epigenome and metabolome contributes to a biological system that is responsive to the tumor microenvironment and po... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct... |
10.48550/arxiv.2512.07212 | Sample from What You See: Visuomotor Policy Learning via Diffusion Bridge with Observation-Embedded Stochastic Differential Equation | Imitation learning with diffusion models has advanced robotic control by capturing the multi-modal action distributions. However, existing methods typically treat observations only as high-level conditions to the denoising network, rather than integrating them into the stochastic dynamics of the diffusion process itsel... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.1093/cmlj/kmag008 | Deepfakes, financial stability, and EU regulation: navigating the risks of synthetic media | Abstract Deepfakes are no longer a curiosity—they pose a real threat to financial stability. They can impersonate CEOs, fabricate corporate events, or simulate geopolitical crises, all with the power to trigger market turmoil in minutes. But while European Union (EU) law has pioneered regulation of fi... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruct-... |
10.1007/bf02504119 | Optimal algorithm of signal detection in gravitational-wave experiment with complex information processing system | We consider a method for processing the output signal of a room-temperature gravitational bar detector in long-term use in a complex information-processing system. | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.36683/2306-1758/2023-1-43/59-67 | Instrumental Methods and their Application in Internal Financial Control and Audit of Budget Accounting and Reporting | Budgetary sphere is subject to the risks of budget accounting and reporting violations, which managers and accountants face. To reduce risks and confirm accuracy of accounting and reporting, modern control and audit tools are used at the level of departments and institutions. Internal control and audit in recent years ... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-31B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": ... |
10.7196/samj.2025.v116i3.4628 | Why data is the most cost-effective investment for health technology assessment in South Africa | - | Unclassifiable | 18 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Dataset",
"Phi-4-mini-instruct-GGUF"... |
openaire-dedup_wf_002::486f7b30cddf25068b90339d071d9cc1 | Shedding Light on Sexual and Reproductive Health and Rights for Adolescents and Young Women in Japan : An Integrative review from Individual, Family, Institutional and Policy Perspectives | Background: The World Health Organization (WHO) emphasizes that adolescents should have access to comprehensive sexual and reproductive health information and services. However, these expectations remain largely unmet in Japanese society. Aim: This study aims to explore individual, familiar, institutional and political... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Ap... |
10.1051/shsconf/20207404004 | Importance of professional ethics and corporate social responsibility within business studies curriculum within context global economy | Businesses today have to juggle between the need to survive due to increased competition and the pressure to become socially and environmentally responsible business entity. Consistent with the intensification of discussion about the importance of embracing CSR among businesses, the issues now has expanded to the conce... | Applied | 1 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.1124/dmd.111.043554 | Exploratory Translational Modeling Approach in Drug Development to Predict Human Brain Pharmacokinetics and Pharmacologically Relevant Clinical Doses | The central nervous system (CNS) pharmacokinetics (PK) of drugs that have pharmacological targets in the brain are not often understood during drug development, and this gap in knowledge is a limitation in providing a quantitative framework for translating nonclinical pharmacologic data to the clinical patient populati... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.2298/yjor0402147c | On some interconnections between combinatorial optimization and extremal graph theory | The uniting feature of combinatorial optimization and extremal graph theory is that in both areas one should find extrema of a function defined in most cases on a finite set. While in combinatorial optimization the point is in developing efficient algorithms and heuristics for solving specified types of problems, the e... | Theoretical | 1 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Theoretical",
"Gemma-4-12B-it-GGUF": "Theoretical",
"Gemma-4-26B-A4B-it-GGUF": "Theoretical",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Theoretical",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoretical"... |
10.3390/joitmc5040095 | Accelerating a Technology Commercialization; with a Discussion on the Relation between Technology Transfer Efficiency and Open Innovation | Commercialization strategy is an all-encompassing plan that organizes technology transfer office goals to commercialize a university’s technologies. Measurement strategy requires feasible variables that make up those goals. This strategy also ensures that all variables that are important in measuring contribute t... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini... |
openaire-dedup_wf_002::d43407b611db6a11c9bd06c58a86b5ef | From Humanitarian Intervention to Responsibility to Protect: Evolution of a Concept | The question of bringing peace and security through coercion to people at risk of extermination has remained a controversial topic in international relations. The author critically analyzed the evolutionary development of the concept of Humanitarian Intervention to its present form, known today as Responsibility to Pro... | Review | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-... |
10.18572/2072-4179-2024-1-24-27 | A MINOR AS A SUBJECT OF INHERITANCE RELATIONS: SPECIAL ASPECTS OF PROTECTION OF RIGHTS | The article examines the features of the legal status of a minor heir, identifi es the grounds and limits of the participation of his legal representatives in inheritance relations, and identifi es the problems of law enforcement of rules on inheritance in the case of inheritance of certain types of property. Proposals... | Unclassifiable | 2 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoretical",
"Phi-4-mini... |
10.1662/0002-7685(2007)69[229:eotcba]2.0.co;2 | Evolution of the Chocolate Bar: A Creative Approach to Teaching Phylogenetic Relationships within Evolutionary Biology | Chocolate calms the mind, yet excites the senses. Chocolate also unites cultures. Chocolat (2000), a movie about a small town French chocolate shop, made millions internationally. Starring actors contributed partly to the film's success but the film also drew salivating viewers worldwide to the multiple applications of... | Unclassifiable | 2 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGU... |
10.48550/arxiv.2506.03649v1 | Circadian Clock Model with Sequestration Repression Motif: Existence of Periodic Orbits and Entrainment Properties | Protein sequestration motifs appear in many biological regulatory networks and introduce special properties into the network dynamics. Sequestration can be described as a mode of inactivation of a given protein by its binding to a second protein to form a new complex. In this complexed form, the original protein is pre... | Theoretical | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Theoretical",
"Gemma-4-12B-it-GGUF": "Theoretical",
"Gemma-4-26B-A4B-it-GGUF": "Theoretical",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Theoretical",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoret... |
10.1364/oe.24.007006 | Inverse dynamical photon scattering (IDPS): an artificial neural network based algorithm for three-dimensional quantitative imaging in optical microscopy | Inverse dynamical photon scattering (IDPS), an artificial neural network based algorithm for three-dimensional quantitative imaging in optical microscopy, is introduced. Because the inverse problem entails numerical minimization of an explicit error metric, it becomes possible to freely choose a more robust metric, to ... | Methodology | 1 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.48550/arxiv.2112.05000v1 | The Peril of Popular Deep Learning Uncertainty Estimation Methods | Uncertainty estimation (UE) techniques -- such as the Gaussian process (GP), Bayesian neural networks (BNN), Monte Carlo dropout (MCDropout) -- aim to improve the interpretability of machine learning models by assigning an estimated uncertainty value to each of their prediction outputs. However, since too high uncertai... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoretical",
"Phi-4-mini-ins... |
10.22323/1.236.0266 | Radio emission from ultra-high energy cosmic-ray showers after reflecting on the Earth. | We present the calculation of coherent radio pulses emitted by extensive air showers induced by ultra-high energy cosmic rays accounting for reflection on the Earth’s surface. Our work is motivated by the detection of pulsed events in the ANITA experiment compatible with cosmicray origin after reflection on the ice cap... | Methodology | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
... |
openaire-dedup_wf_002::4f3d97252d046036a9406f26552de54e | In Search of A ‘Just’ World: The Permanent Peoples’ Tribunal and The Challenge to International Criminal Law | International criminal law presents itself as the main global response to atrocity, yet its selective prosecutions, narrow construction of victimhood and focus on individual perpetrators leave structural injustice largely untouched. This article argues that this doctrinal and institutional focus produces a form of stru... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruct-GGUF"... |
10.12732/ijam.v39i1s.1623 | EMBEDDING CYBERSECURITY RISK MANAGEMENT INTO INFORMATION SYSTEMS GOVERNANCE: A NATIONAL-SCALE FRAMEWORK FOR ORGANIZATIONAL RESILIENCE, ECONOMIC STABILITY, AND CRITICAL INFRASTRUCTURE PROTECTION | This paper investigates how integrating cybersecurity risk management into Information Systems (IS) governance enhances organizational resilience. As technology becomes more central to operations and cyber threats grow in complexity, organizations face increasing difficulties in maintaining secure operations. Utilizing... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruc... |
openaire-dedup_wf_002::98fcd907ff7a9d33fb02a4e60e451d80 | DIRECT DEMOCRACY AND THE PROTECTION OF THE MINORITY RIGHTS: OBSERVATIONS ON THE THESIS OF THE TYRANNY OF THE MAJORITY | Este artigo aborda o tema da democracia direta e a discussão quanto ao seu uso disfuncional refletido no ataque aos direitos de minorias sociais. Não raras vezes, iniciativas e consultas populares têm como finalidade bloquear ou neutralizar garantias de direitos para agrupamentos da sociedade como os indígenas, os imig... | Review | 1 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-... |
10.18623/rvd.v23.n4.4545 | CONSTITUTIONAL COURT DECISIONS WITH DEFERRED EFFECT IN JUDICIAL REVIEW OF STATUTES AGAINST THE 1945 CONSTITUTION OF THE REPUBLIC OF INDONESIA | Normatively, the Constitutional Court Law and the Law on the Establishment of Legislation only recognize non-self-executing decisions, as they require further action by the legislature or the President. However, in practice, the Constitutional Court frequently issues self-executing decisions, including those that reint... | Applied | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instr... |
openaire-78975075580c::335f5998a4c296d40e9bf9938ee7249a | Contemporary Issues on Reproductive and Sexual Health Vis-À-Vis the Rights of Women in Nigeria | Sexual and Reproductive Health Rights (SRHR) of women is the state of the physiological wellness of the female organs for sexual intercourse, conception and childbirth which are naturally endowed and could be legally protected. However, there are perennial bottlenecks to effective legal regimes in Nigeria to spearhead ... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "R... |
openaire-doajarticles::8b9e06bc3e064201a52ca7cd709928b9 | Popular Education and University Outreach in Food and Nutrition Security and the Human Right to Adequate and Healthy Food: a possible methodological path | Introduction: The theme of food and nutrition security and the human right to adequate and healthy food became a political issue in Brazil, from 2003 to 2016. However, the task of maintaining social rights was not completed and today it is politically threatened, demanding the consciousness and mobilization of segments... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.5281/zenodo.11191073 | Discerning Digital from Canvas: Investigating Visual Distinction between AI-Generated Art and Actual Art among Far Eastern University’s Institute of Architecture and Fine Arts (IARFA) and Non-IARFA Students | Artificial Intelligence is one of the current generation’s inventions that has been widely used. It has helped make lives easier, especially regarding appliances and business, and it has also altered various industries, including the arts. However, this development has sparked different perspectives among artists and n... | Applied | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruct-... |
10.1139/cjfr-2025-0156 | Ecological land classification as a surrogate for epigaeic arthropod biodiversity and conservation in boreal forest landscapes | The use of biodiversity surrogates offers a scientifically sound, robust, and cost-efficient approach for supporting conservation strategies over large landscapes. We examined the habitat associations of ground beetles, rove beetles, and spiders collected with pitfall traps from 12 undisturbed forest types that conform... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Dataset",
"Phi-4-mini-instruc... |
10.37034/jems.v8i2.293 | Strategy for Strengthening Human Resource Management in Addressing Agricultural Entrepreneurship Challenges to Achieve Sustainable Food Security | This study examines strategic approaches to strengthening human resource management in addressing the challenges faced by agricultural entrepreneurs to support sustainable food security. The research focuses on identifying competency gaps, organizational learning patterns, performance systems, motivation mechanisms, an... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
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"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruc... |
10.1016/j.cmpb.2024.108178 | VENet: Variational energy network for gland segmentation of pathological images and early gastric cancer diagnosis of whole slide images | Gland segmentation of pathological images is an essential but challenging step for adenocarcinoma diagnosis. Although deep learning methods have recently made tremendous progress in gland segmentation, they have not given satisfactory boundary and region segmentation results of adjacent glands. These glands usually hav... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology... |
10.1111/hex.13860 | Coproduction of a resource sharing public views of health inequalities: An example of inclusive public and patient involvement and engagement | AbstractBackgroundUNderstanding Factors that explain Avoidable hospital admission Inequalities—Research study (UNFAIR) addresses how to reduce health inequalities, particularly for avoidable hospital admissions. Our Patient and Public Involvement and Engagement (PPIE) members broached that health inequalities are compl... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.5281/zenodo.17281035 | Mitigation Potential Geometry for Quantum Computing: Submodular Placement of Error Mitigation Under Budget Constraints | Mitigation Potential Geometry for Quantum Computing: Submodular Placement of Error Mitigation Under Budget Constraints Quantum chips are noisy and mitigation resources (shots, depth, post-processing) are limited. Most workflows spread mitigation evenly or use ad-hoc rules, so effort is spent where it has little effect... | Methodology | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.17176/20250408-012130-0 | Why Recognizing the Right to a Healthy Environment Would Strengthen the Environmental Human Rights Framework under the European Convention on Human Rights | The ECtHR lacks a mandate for general measures aimed at redressing or preventing environmental harm as such. Only the introduction of the environment as the object of human rights protection, through the Right to a Healthy Environment, could trigger the necessary conceptual shift and legitimise the Court and the CoE Co... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct... |
10.1038/s41746-026-02390-2 | Artificial intelligence-based incident analysis and learning system to enhance patient safety and improve treatment quality | Patient safety and high treatment quality are essential in modern healthcare, but analyzing safety incidents for insights is labor-intensive and inconsistent process. To address this, we developed the Artificial Intelligence-based Incident Analysis and Learning System (AI-ILS), trained on 1548 expertly curated incident... | Applied | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini... |
10.63278/1394 | The Rise of Artificial Intelligence in Intellectual Property Law: Patentability and Copyright Issues | The rise of Artificial Intelligence (AI) is transforming and posing important challenges in the field of Intellectual Property (IP) law regarding patentability and copyright. As AI systems increasingly produce inventions and creative works without human involvement, doubts arise on how suitable the present framework of... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF... |
10.1007/978-1-4020-8992-3_9 | Biological Control and Integrated Pest Management | The manipulation of beneficial organisms remains a very important tool in integrated pest management programs of insect pests worldwide. This chapter describes the approaches to using biological control and a historical perspective of each. Recent developments in genetics, systematics, population dynamics, pesticide ch... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGU... |
10.2196/preprints.56614 | Redefining Health Care Data Interoperability: Empirical Exploration of Large Language Models in Information Exchange (Preprint) | BACKGROUND Efficient data exchange and health care interoperability are impeded by medical records often being in nonstandardized or unstructured natural language format. Advanced language models, such as large language models (LLMs), may help overcome current challenges in information exchange.... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.1029/2005gl025579 | Climate model fidelity and projections of climate change | Relative entropy, which is a measure of the difference between two probability distributions, has been calculated for the simulations of the climate of the 20th century from 13 climate models and the observed surface air temperature during the past 100 years. This quantity is used as a measure of model fidelity: a smal... | Applied | 1 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini... |
10.1400/14983 | Uncertainty and Precaution 2: The Precautionary Principle and its relevance to science | After Second World War public and political decision makers wished to correct the apparent negative consequences of science and technology. This resulted in a call for ethical responsibility in science and technology and a new generation of environmental regimes aimed at controlling or managing the consequences of huma... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGU... |
10.1158/0008-5472.22389630.v1 | Supplementary Figures 1-13 from Genome-wide Profiling of Chromatin Signatures Reveals Epigenetic Regulation of MicroRNA Genes in Colorectal Cancer | Supplementary Figures 1-13 from Genome-wide Profiling of Chromatin Signatures Reveals Epigenetic Regulation of MicroRNA Genes in Colorectal Cancer | Unclassifiable | 10 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Dataset",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGUF"... |
10.48550/arxiv.2411.00749v1 | PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images | Accurate survival prediction is essential for personalized cancer treatment. However, genomic data - often a more powerful predictor than pathology data - is costly and inaccessible. We present the cross-modal genomic feature translation and alignment network for enhanced survival prediction from histopathology images ... | Methodology | 1 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.5281/zenodo.10591890 | UNVEILING TRANSPARENCY: THE TREASURY SINGLE ACCOUNT'S CRUSADE AGAINST CORRUPTION IN NIGERIA'S PUBLIC SPHERE | The Treasury Single Account (TSA) stands as a pivotal initiative in President Muhammadu Buhari's strategic arsenal against public sector corruption, aimed at enhancing accountability, financial discipline, and overall financial management in Nigeria. Initiated on August 9, 2015, the TSA directive mandated all Ministrie... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.48550/arxiv.astro-ph/9708203 | Estimating the power spectrum of the cosmic microwave background | 23 Pages, 16 Figures. Final published version | Unclassifiable | 7 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Theoretical",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoretical",
"Phi-4-mini-i... |
openaire-dedup_wf_002::8d904aa373afe2c4f48956e6aae8ceff | Digitalization, retail payments and Central Bank Digital Currency | Artículo de revista | Unclassifiable | 17 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Dataset",
"Nemotron-3-Nano-30B-A3B-GGUF": "Dataset",
"Phi-4-mini-instruct-GGUF":... |
3719160.3736633 | DesignMinds: Enhancing Video-Based Design Ideation with a Vision-Language Model and a Context-Injected Large Language Model | Ideation is a critical component of video-based design (VBD), where videos serve as the primary medium for design exploration and inspiration. The emergence of generative AI offers considerable potential to enhance this process by streamlining video analysis and facilitating idea generation. In this paper, we present D... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.48550/arxiv.2306.01772v2 | Re-imagining health and well-being in low resource African settings using an augmented AI system and a 3D digital twin | This paper discusses and explores the potential and relevance of recent developments in artificial intelligence (AI) and digital twins for health and well-being in low-resource African countries. We use the case of public health emergency response to disease outbreaks and epidemic control. There is potential to take ad... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-in... |
openaire-doajarticles::2481c9fa3d436c1a6059234c1eca7eb7 | A evidenciação da prática corporativa de ações de responsabilidade social com o uso do balanço social = Evidence of the corporate practice of socially responsible actions with the use of the social report | A responsabilidade social corporativa é uma estratégia recente para potencializar o desenvolvimento das organizações no engajamento socioambiental. Essa tendência decorre da maior conscientização do consumidor, que procura por produtos e práticas que gerem melhorias para o meio ambiente e para a comunidade, valorizando... | Applied | 1 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.1002/chin.201608226 | ChemInform Abstract: Nanocrystalline Iron Oxide Based Electroactive Materials in Lithium Ion Batteries: The Critical Role of Crystallite Size, Morphology, and Electrode Heterostructure on Battery Relevant Electrochemistry | AbstractReview: 96 refs. | Unclassifiable | 11 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Dataset",
"Phi-4-mini-instruct-GGU... |
10.48550/arxiv.1211.7222v1 | Direct dark matter detection: the next decade | Direct dark matter searches are promising techniques to identify the nature of dark matter particles. I describe the future of this field of research, focussing on the question of what can be achieved in the next decade. I will present the main techniques and R&D projects that will allow to build so-called ultimate WIM... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.48550/arxiv.2511.07494v1 | Roman Galactic Plane Survey Definition Committee Report | The Roman Galactic Plane Survey (RGPS) is a 700-hour program approved for early definition as a community-designed General Astrophysics Survey. It was selected following a proposal call for science programs that would benefit from an early community-based definition (Sanderson et al 2024). The community was invited to ... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Dataset",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Dataset",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF":... |
openaire-dedup_wf_002::757c1c0f4d393ac903d21360de77da1a | Assessing patient-reported quality of life outcomes in vulva cancer patients: a systematic literature review | Objectives Vulva cancer (VC) treatment carries a high risk of severe late effects that may have a negative impact on quality of life (QoL). Patient- reported outcome measures (PROMs) are increasingly used when evaluating disease- and treatment- specific effects. However, the adequacy of measures used to assess sequelae... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.63682/fhi2673 | Medi Molecule: An AI-Powered Platform for Accelerating Drug Discovery through Molecule Generation and Real-Time Collaboration | Introduction: Medi Molecule is changing drug discovery with its AI platform that tackles common challenges in pharmaceutical research. Traditional drug discovery can take a lot of time and effort, often slowed down by manual data analysis. Using AI models like Nvidia MolMIM, Medi Molecule improves the search, creation,... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.25358/openscience-8823 | Magistrates marching in the streets: making and debating judicial independence and the rule of law in Benin | AbstractSince 2012, judges and prosecutors in Benin have repeatedly protested against political interference and demanded compliance with their statutorily guaranteed independence. In 2014 and 2017, magistrates demonstrated in their judicial robes in the streets, protesting against the government's bill to deprive them... | Applied | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGUF":... |
10.1007/s43681-021-00039-2 | AI auditing and impact assessment: according to the UK information commissioner’s office | AbstractAs the use of data and artificial intelligence systems becomes crucial to core services and business, it increasingly demands a multi-stakeholder and complex governance approach. The Information Commissioner's Office’s ‘Guidance on the AI auditing framework: Draft guidance for consultation’ is a move forward in... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.1155/2021/1090698 | The lncRNA Signatures of Genome Instability to Predict Survival in Patients with Renal Cancer | Long noncoding RNAs (lncRNAs) exert an increasingly important effect on genome instability and the prognosis of cancer patients. The present research established a computational framework originating from the mutation assumption combining lncRNA expression profile and somatic mutation profile in the genome of renal can... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruc... |
10.37850/cendekia.v17i02.1009 | Integration of Islamic Values and Psychology as a Strategy for Adolescent Mental Health Recovery in The Context of Social Media | This article aims to analyze a holistic strategy based on the integration of psychological approaches and Islamic values in addressing the negative impacts of social media on adolescent mental health. The intended strategy focuses on strengthening mental resilience through Islamic mindfulness combined with spiritual va... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.2308/bria-51122 | Whistleblowing in Audit Firms: Do Explicit Protections from Retaliation Activate Implicit Threats of Reprisal? | ABSTRACT Despite the increasing number of statutory protections now provided to whistleblowers, fear of reprisal remains a primary reason why individuals fail to report misconduct. In order to alleviate such fears and encourage reporting, hotline policies often describe explicit whistleblower protections... | Applied | 1 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruc... |
10.48550/arxiv.2106.14443v1 | Cell types and ontologies of the Human Cell Atlas | Massive single-cell profiling efforts have accelerated our discovery of the cellular composition of the human body, while at the same time raising the need to formalise this new knowledge. Here, we review current cell ontology efforts to harmonise and integrate different sources of annotations of cell types and states.... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.48550/arxiv.2008.03649v1 | Code Building Genetic Programming | In recent years the field of genetic programming has made significant advances towards automatic programming. Research and development of contemporary program synthesis methods, such as PushGP and Grammar Guided Genetic Programming, can produce programs that solve problems typically assigned in introductory academic se... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.1136/bmjoq-2022-002020 | Thematic reviews of patient safety incidents as a tool for systems thinking: a quality improvement report | Ensuring organisations learn from patient safety incidents is a key aim for healthcare organisations. The role that human factors and systems thinking can have to enable organisations learn from incidents is well acknowledged. A systems approach can help organisations focus less on individual fallibility and more on se... | Applied | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": ... |
10.48550/arxiv.2309.15938 | Exploring Self-supervised Contrastive Learning of Spatial Sound Event Representation | In this study, we present a simple multi-channel framework for contrastive learning (MC-SimCLR) to encode 'what' and 'where' of spatial audios. MC-SimCLR learns joint spectral and spatial representations from unlabeled spatial audios, thereby enhancing both event classification and sound localization in downstream task... | Methodology | 1 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.5204/eprints.263560 | Technology-facilitated child sexual abuse material (CSAM): New frontiers and challenges for justice systems | Generative artificial intelligence (AI) and robotics have resulted in new forms of child sexual abuse material (CSAM), raising urgent challenges for criminal justice, psychology, and computer science. Unlike conventional recorded (or live-streamed) CSAM, AI-generated or robotic representations typically do not depict a... | Applied | 1 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGUF"... |
10.7765/9781526142412 | France, humanitarian intervention and the responsibility to protect | Since the end of the Cold War, the protection of human life has been a key priority for the international community. While France has played an important, though at times controversial, role in these humanitarian efforts - steering debates at the United Nations and standing in opposition to conflicts worldwide - its co... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF... |
10.1016/j.spl.2010.04.011 | An integrative pathway-based clinical–genomic model for cancer survival prediction | Prediction models that use gene expression levels are now being proposed for personalized treatment of cancer, but building accurate models that are easy to interpret remains a challenge. In this paper, we describe an integrative clinical-genomic approach that combines both genomic pathway and clinical information. Fir... | Methodology | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Ph... |
openaire-scientific_p::d12d3efe0e840e7148e5d2260c540588 | TECHNOLOGY FOR IMPLEMENTING THE LEAN SIX SIGMA QUALITY MANAGEMENT MODEL IN HIGHER EDUCATION INSTITUTIONS. PART 2: INCONSISTENCIES ANALYSIS, EDUCATIONAL PROCESS IMPROVEMENT AND CONTROL OF IMPROVEMENTS SUSTAINABILITY | The relevance of the application of the newest quality management technologies, namely the Lean Six Sigma (LSS) methodology in ensuring the educational process quality in higher education institutions (HEIs) in accordance with the guidelines of the international standards is substantiated. The current state of developm... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.48550/arxiv.2010.14771 | Batch Reinforcement Learning With a Nonparametric Off-Policy Policy Gradient | arXiv admin note: substantial text overlap with arXiv:2001.02435 | Unclassifiable | 8 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology... |
openaire-doajarticles::f7f7fa91fdb5db022ee768d05dd4833b | Incentive scheme for federated learning based on zero-concentrated differential privacy | To solve problems of unfair client selection and inefficient model training in federated learning, a privacy-preserving federated learning framework was proposed based on the incentive mechanism named zCDP-FL. An incentive mechanism algorithm, SRAI, was designed to maximize system benefits by applying the second price ... | Methodology | 1 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.48550/arxiv.2110.14711v3 | A Survey of Self-Supervised and Few-Shot Object Detection | Labeling data is often expensive and time-consuming, especially for tasks such as object detection and instance segmentation, which require dense labeling of the image. While few-shot object detection is about training a model on novel (unseen) object classes with little data, it still requires prior training on many l... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.3934/biophy.2020023 | Nanoparticle-based delivery platforms for mRNA vaccine development | Conventional vaccines have saved millions of lives, and new vaccines have also been developed; however, an urgent need for an efficient vaccine against SARS-CoV-2 showed us that vaccine development technologies should be improved more to obtain prophylactic agents rapidly during pandemic diseases. One of the next-gener... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-... |
10.48550/arxiv.1105.1082v1 | N-body simulations of gravitational dynamics | We describe the astrophysical and numerical basis of N-body simulations, both of collisional stellar systems (dense star clusters and galactic centres) and collisionless stellar dynamics (galaxies and large-scale structure). We explain and discuss the state-of-the-art algorithms used for these quite different regimes, ... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGU... |
10.1111/1911-3838.12365 | How Can Accountants Enhance (or Save) Natural and Cultural Capital Valuation? Engaging Academics: A Collaboration with <scp>CPA</scp> Canada and the Canadian Commission for <scp>UNESCO</scp>* | ABSTRACTAccountants should engage more with natural and cultural capital accounting to make tools more accessible and to ensure critical information is provided to decision‐makers. While ecological economists have continued to innovate and design tools, corporate‐level accounting has seemingly lagged behind. We argue t... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GGUF":... |
10.48550/arxiv.1505.00311 | Radio afterglows and host galaxies of gamma-ray bursts | Considering the contribution of the emission from the host galaxies of gamma-ray bursts (GRBs) to the radio afterglows, we investigate the effect of host galaxies on observations statistically. For the three types of events, e.g. low-luminosity, standard and high-luminosity GRBs, it is found that a tight correlation ex... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instruc... |
10.1109/access.2025.3572467 | Technology-Enhanced Multimodal Learning Analytics in Higher Education: A Systematic Literature Review | Multimodal learning analytics (MMLA) is an emerging field of learning analytics and promises a more comprehensive analysis of the learning process thanks to advances in technological devices and data science. The purpose of this study was to explore technology-enhanced multimodal learning analytics in higher education ... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.3390/su16135794 | Communicative Framework Development for Construction Risk Governance: An Analysis of Risk and Trust Perception for Organizational Sustainability | In the construction industry, risk governance stems from the standardization of safety policies and procedures. Safety governance is typically communicated and enforced through a top-down, command-and-control approach. Procedures and policies are created at the top level and cascaded down to the work. Individual discre... | Applied | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-instr... |
10.5445/ir/1000184607 | Self-Supervised Representation Learning for CAD Models | In product development, design decisions and processing steps are closely linked to the geometric shape of the product. Self-supervised representation learning methods make it possible to learn compact, versatile representations from a wide range of unlabeled data. These representations encode basic structures and feat... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.1021/acs.chemmater.5b03554 | Transition-Metal-Doped M-Li<sub>8</sub>ZrO<sub>6</sub> (M = Mn, Fe, Co, Ni, Cu, Ce) as High-Specific-Capacity Li-Ion Battery Cathode Materials: Synthesis, Electrochemistry, and Quantum Mechanical Characterization | Lithium-ion batteries (LIBs) are promising devices for high capacity, rechargeable electrical energy storage; however, LIBs are currently limited by the low specific capacity of the cathode compared to the anode. In previous work, our group demonstrated the viability of a novel cathode material, Li8ZrO6 (LZO), through ... | Applied | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini... |
10.14456/jiskku.2022.11 | The Database Preparation and Analysis of Spatial Data with Geographic Information Systems (GIS) for General Solid Waste Management: A Case Study of Tha Kham Subdistrict, Bang Pakong District, Municipality Chachoengsao Province | Journal of Information Science, 40, 2, 67-94 | Unclassifiable | 10 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Dataset",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Dataset",
"Phi-4-mini-instruct-GG... |
10.22495/cgobrv6i4sip2 | Business ethics and corporate social responsibility comparative approach between capitalism, socialism and Islamic economy | The purpose of this study is to present contemporary trends in the field of business law through comparative analysis by presenting the similarities and differences regarding issues related to business ethics and corporate social responsibility (CSR) within the three economic systems, capitalism, socialism, and Islamic... | Review | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF... |
10.1371/journal.pgph.0002033 | COVID-19 vaccine uptake, confidence and hesitancy in rural KwaZulu-Natal, South Africa between April 2021 and April 2022: A continuous cross-sectional surveillance study | High COVID-19 vaccine hesitancy in South Africa limits protection against future epidemic waves. We evaluated how vaccine hesitancy and its correlates evolved April 2021-April 2022 in a well-characterized rural KwaZulu-Natal setting. All residents aged >15 in the Africa Health Research Institute’s surveillance area ... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.48550/arxiv.2106.13217v3 | Exploring Depth Contribution for Camouflaged Object Detection | Camouflaged object detection (COD) aims to segment camouflaged objects hiding in the environment, which is challenging due to the similar appearance of camouflaged objects and their surroundings. Research in biology suggests depth can provide useful object localization cues for camouflaged object discovery. In this pap... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.1088/1755-1315/1482/1/012011 | Analysis of the Carrying Capacity of Agricultural Land in Supporting Sustainable Food Security in Tolitoli Regency, Central Sulawesi Province | Abstract The increase in the population growth rate of 1.05 percent per year in Tolitoli Regency is certainly positively proportional to the demand for food, but whether the availability of food can meet the rate of population growth every year, while the availability of agricultural land cannot be ensur... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-ins... |
10.48550/arxiv.2312.09490v1 | Efficient Machine Learning Force Field for Large-Scale Molecular Simulations of Organic Systems | To address the computational challenges of ab initio molecular dynamics and the accuracy limitations of empirical force fields, the introduction of machine learning force fields has proven effective in various systems including metals and inorganic materials. However, in large-scale organic systems, the application of ... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
openaire-od______4596::7d8b3d5d93dacd0439e5cdf71c258783 | What future for biodiversity in agricultural areas in a context of climate change? : from evaluation of conservation measures to scenarios of land use | Les changements climatiques et d'usages des sols sont des facteurs clés affectant la biodiversité. Par ailleurs, la nécessité de concilier production agricole et biodiversité, en améliorant les mesures de conservation existantes et en intégrant les considérations environnementales dans les futures politiques agricoles,... | Applied | 1 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.4103/aam.aam_775_25 | A Comparative Readability Analysis of Artificial Intelligence-Generated and Evidence-based Medical Content on the Diagnosis and Management of Multiple Sclerosis | Abstract Introduction: Multiple sclerosis (MS) is a complex neurological disorder requiring effective patient education. With the increasing use of artificial intelligence (AI) in healthcare, evaluating the readability of AI-generated content compared to eviden... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
openaire-doajarticles::0465cc5147172b69456c22b2baff7837 | Central Bank Digital Currencies: Benefits, Risks and the Role of Blockchain Technology | Abstract Blockchain technology can be the basis for future currencies. Numerous central banks are experimenting with this distributed ledger technology to map currencies on a blockchain basis in the future (central bank digital currencies, CBDCs). In this article, we explore motives for the introduction of CBDCs. The m... | Review | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF... |
10.55267/iadt.07.14035 | Innovative AI Regional Economic Development Driven by Information System Innovation: Opportunities and Challenges - A Boosting Factor from Digitalization, Business Intelligence Analytics | This investigation looks at the intricate relationships between business intelligence (BI) analytics, digitalization, cutting-edge artificial intelligence (AI), and information system innovation, as well as how they affect local economic growth. The study emphasizes the transformative potential of AI as a powerful acce... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.1002/asna.201211780 | Protoplanetary disks and planet formation around brown dwarfs and very low‐mass stars | AbstractBrown dwarfs and very low‐mass stars are very common in the Galaxy, yet we know little about the planetary systems they may host. Here we review observational evidence emerging from comparative studies of disks around brown dwarfs and sun‐like stars. These studies show that very young brown dwarfs and very low ... | Review | 1 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Ap... |
10.5821/dissertation-2117-413897 | A highly efficient time-series database approach for monitoring infrastructures | (English) The rising interest in extracting value from data has led to a broad proliferation of monitoring infrastructures, most notably composed by sensors, intended to collect this new oil. Thus, gathering data has become fundamental for a great number of applications, such as predictive maintenance techniques or ano... | Methodology | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
... |
10.48550/arxiv.1905.08101v1 | A comprehensive, application-oriented study of catastrophic forgetting in DNNs | We present a large-scale empirical study of catastrophic forgetting (CF) in modern Deep Neural Network (DNN) models that perform sequential (or: incremental) learning. A new experimental protocol is proposed that enforces typical constraints encountered in application scenarios. As the investigation is empirical, we ev... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.1109/tr.2004.842087 | Stochastic Fault Tree Analysis With Self-Loop Basic Events | This paper presents an analytical approach for performing fault tree analysis (FTA) with stochastic self-loop events. The proposed approach uses the flow-graph concept, and moment generating function (MGF) to develop a new stochastic FTA model for computing the probability, mean time to occurrence, and standard deviati... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.48550/arxiv.0711.0795v4 | Finite-Dimensional Representations of Hyper Loop Algebras Over Non-Algebraically Closed Fields | We study finite-dimensional representations of hyper loop algebras over non-algebraically closed fields. The main results concern the classification of the irreducible representations, the construction of the Weyl modules, base change, tensor products of irreducible and Weyl modules, and the block decomposition of the ... | Theoretical | 0 | {
"Bonsai-8B-gguf": "Theoretical",
"GLM-4.7-Flash-GGUF": "Theoretical",
"Gemma-4-12B-it-GGUF": "Theoretical",
"Gemma-4-26B-A4B-it-GGUF": "Theoretical",
"Gemma-4-E2B-it-GGUF": "Theoretical",
"Gemma-4-E4B-it-GGUF": "Theoretical",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Theoret... |
10.48550/arxiv.2512.13476v1 | High Resolution Overtone Spectroscopy of HNC$^+$ and HCN$^+$ | Rotationally resolved spectra of the HNC$^+$ and HCN$^+$ molecular ions have been recorded in the spectral range between 6200 and 6800 \rcm\ using a cryogenic ion trap instrument. The rovibrational transitions were probed using two different action spectroscopy schemes, namely laser-induced reaction (LIR) and leak-out ... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Dataset",
"LFM2-24B-A2B-GGUF": "Dataset",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruc... |
10.48550/arxiv.2009.04866v1 | Detecting the Presence of Vehicles and Equipment in SAR Imagery Using Image Texture Features | In this work, we present a methodology for monitoring man-made, construction-like activities in low-resolution SAR imagery. Our source of data is the European Space Agency Sentinel-l satellite which provides global coverage at a 12-day revisit rate. Despite limitations in resolution, our methodology enables us to monit... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
10.56238/arev7n4-167 | PROGNOSIS OF NEURODEGENERATIVE DISEASES: ARTIFICIAL INTELLIGENCE IN THE DIAGNOSIS OF ALZHEIMER'S, PARKINSON'S AND MULTIPLE SCLEROSIS | Introduction: Neurodegenerative diseases, such as Alzheimer's, Parkinson's, and Multiple Sclerosis, cause progressive loss of neurons and cognitive function. Alzheimer's Disease is the most common, primarily affecting the elderly, while Parkinson's causes motor problems and affects all ethnicities. Multiple Sclerosis h... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Ap... |
10.48550/arxiv.2112.10950 | Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations | Improving generalization is a major challenge in audio classification due to labeled data scarcity. Self-supervised learning (SSL) methods tackle this by leveraging unlabeled data to learn useful features for downstream classification tasks. In this work, we propose an augmented contrastive SSL framework to learn invar... | Methodology | 0 | {
"Bonsai-8B-gguf": "Methodology",
"GLM-4.7-Flash-GGUF": "Methodology",
"Gemma-4-12B-it-GGUF": "Methodology",
"Gemma-4-26B-A4B-it-GGUF": "Methodology",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Methodology",
"LFM2-24B-A2B-GGUF": "Methodology",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodo... |
10.1101/cshperspect.a018770 | Epigenetic Regulation of Chromatin States in<i>Schizosaccharomyces pombe</i> | This article discusses the advances made in epigenetic research using the model organism fission yeast Schizosaccharomyces pombe. S. pombe has been used for epigenetic research since the discovery of position effect variegation (PEV). This is a phenomenon in which a transgene inserted within heterochromatin is variably... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Theoretical",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instru... |
10.21203/rs.3.rs-7474776/v1 | Towards Resilience by Design: Systematic Review of Critical Infrastructure Protection Against Systemic Risks | Abstract Critical Infrastructures (CI) are essential cyber-physical systems providing vital services to society, with key examples including the energy, transport, and health sectors. Our work focuses specifically on the risks emerging from the deep integration of information and communication technologies (ICT... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Re... |
10.5281/zenodo.15305900 | Life Cycle Assessment (LCA) and Carbon Footprint Reduction Potential of Bio-CNG | This study explores the Life Cycle Assessment (LCA) and carbon footprint reduction potential of Bio-CNG,a renewable fuel derived from organic waste, aimed at mitigating the environmental impacts of fossil fuels.Through a cradle-to-grave approach, the LCA evaluates the energy inputs, greenhouse gas (GHG) emissions,and r... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Methodology",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Methodology",
"Phi-4-mini-ins... |
10.1007/s12546-025-09411-z | Versatility, value and limitations of using Health and Demographic Surveillance Site data for secondary analyses: guidance for researchers using examples from existing analyses | Health and Demographic Surveillance sites (HDSS) are geographic open cohorts operating in countries with absent/incomplete vital registration. Data on demographic events, socio-demographic indicators, and certain health conditions are regularly gathered on the whole population of a small area, sometimes for decades. In... | Review | 0 | {
"Bonsai-8B-gguf": "Review",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "Da... |
10.5281/zenodo.18993060 | Climate Change Litigation and Environmental Law Enforcement in South Africa: A Systematic Review | Climate change litigation in South Africa has emerged as a significant legal avenue for environmental protection, often complementing traditional regulatory mechanisms. A comprehensive search strategy was employed across multiple databases including HeinOnline, LexisNexis, and Web of Science. Studies were screened base... | Review | 1 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Review",
"Gemma-4-12B-it-GGUF": "Review",
"Gemma-4-26B-A4B-it-GGUF": "Review",
"Gemma-4-E2B-it-GGUF": "Review",
"Gemma-4-E4B-it-GGUF": "Review",
"LFM2-24B-A2B-GGUF": "Review",
"Nemotron-3-Nano-30B-A3B-GGUF": "Review",
"Phi-4-mini-instruct-GGUF": "R... |
10.1086/379539 | Estimates of Cosmological Parameters Using the Cosmic Microwave Background Angular Power Spectrum of ACBAR | We report an investigation of cosmological parameters based on the measurements of anisotropy in the cosmic microwave background radiation (CMB) made by the Arcminute Cosmology Bolometer Array Receiver (ACBAR). We use the ACBAR data in concert with other recent CMB measurements to derive Bayesian estimates of parameter... | Applied | 0 | {
"Bonsai-8B-gguf": "Applied",
"GLM-4.7-Flash-GGUF": "Applied",
"Gemma-4-12B-it-GGUF": "Applied",
"Gemma-4-26B-A4B-it-GGUF": "Applied",
"Gemma-4-E2B-it-GGUF": "Applied",
"Gemma-4-E4B-it-GGUF": "Applied",
"LFM2-24B-A2B-GGUF": "Applied",
"Nemotron-3-Nano-30B-A3B-GGUF": "Applied",
"Phi-4-mini-instruct-GG... |
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