cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18815689
title: Dataset and Supplementary Materials for: Bridging Trust and Performance in Intelligent Systems: Hybrid Explainable AI Approaches for Interpreting Large Language Models

description: This repository contains the minimal dataset and reproducibility materials for the manuscript titled:

"Bridging Trust and Performance in Intelligent Systems: Hybrid Explainable AI Approaches for Interpreting Large Language Models"

Contents:

1. insertion_deletion_scores.csv   Raw fidelity scores used to compute insertion and deletion metrics.

2. user_study_ratings.csv   Anonymized Likert-scale responses from 15 participants evaluating explanation clarity, usefulness, and trust.

3. runtime_metrics.csv   Computational cost and execution time measurements.

4. minimal_repro_script.txt   Parameter settings and evaluation configuration details.

All data are anonymized. No personally identifiable information is included. The materials are sufficient to reproduce the experimental results reported in the manuscript.
DOI: 10.5281/zenodo.18815690
title: Dataset and Supplementary Materials for: Bridging Trust and Performance in Intelligent Systems: Hybrid Explainable AI Approaches for Interpreting Large Language Models

description: This repository contains the minimal dataset and reproducibility materials for the manuscript titled:

"Bridging Trust and Performance in Intelligent Systems: Hybrid Explainable AI Approaches for Interpreting Large Language Models"

Contents:

1. insertion_deletion_scores.csv   Raw fidelity scores used to compute insertion and deletion metrics.

2. user_study_ratings.csv   Anonymized Likert-scale responses from 15 participants evaluating explanation clarity, usefulness, and trust.

3. runtime_metrics.csv   Computational cost and execution time measurements.

4. minimal_repro_script.txt   Parameter settings and evaluation configuration details.

All data are anonymized. No personally identifiable information is included. The materials are sufficient to reproduce the experimental results reported in the manuscript.
DOI: 10.15468/dl.fmap8z
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonopterodendron sarmientoi"
 ]
}

 The dataset includes 312 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004339-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34qkxu
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alouatta discolor",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 55 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004336-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sppf97
title: Occurrence Download

description: A dataset containing 2671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paralichthys californicus"
 ]
}

 The dataset includes 2671 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004335-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzsx5u
title: Occurrence Download

description: A dataset containing 3360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , Croton hirtus, , , , , , , , , , , , , , , , , , , , , , , , , , , , Nomia granulata, , Pseudapis amoenula, Ceratina paulyi, , Lasioglossum duponti, , , Lipotriches tridentata, , , , Lipotriches digitata, Megachile angulata, , , , , , , Podostachys hirta, , , , , , , , , Croton comes, , , , , , Croton verbenaefolius, , , , , Brachystachys hirta, , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3360 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004341-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bpfz3
title: Occurrence Download

description: A dataset containing 5555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-94.58138 16.32008,-92.24807 14.38227,-91.56021 15.35993,-90.21148 16.11287,-91.27698 18.07228,-94.1363 18.0851,-94.58138 16.32008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Oreothlypis superciliosa, Helmitheros vermivorum)",
 "Year 2010-2026"
 ]
}

 The dataset includes 5555 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004342-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18739200
title: Teleseismic Rayleigh wave Helmholtz tomography in northeastern Tibet using physics-informed neural networks

description: This repository contains the data of the manuscript submitted to JGR on Feb. 2026
DOI: 10.5281/zenodo.18739201
title: Teleseismic Rayleigh wave Helmholtz tomography in northeastern Tibet using physics-informed neural networks

description: This repository contains the data of the manuscript submitted to JGR on Feb. 2026
DOI: 10.15468/dl.ezaucr
title: Occurrence Download

description: A dataset containing 19867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "OccurrenceStatus is Present",
 "TaxonKey is Melastomataceae"
 ]
}

 The dataset includes 19867 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004340-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v7ke6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alouatta nigerrima",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004345-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bgepx
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004343-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcctmb
title: Occurrence Download

description: A dataset containing 1692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia dealbata",
 "Year 2023-2026"
 ]
}

 The dataset includes 1692 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004346-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18815807
title: MODERN APPROACHES TO ENHANCING THE LEXICAL COMPETENCE OF FUTURE ENGLISH LANGUAGE TEACHERS

description: This article analyzes modern approaches to improving the lexical competence of future English language teachers. Lexical competence plays an important role in the professional preparation of teachers, as it directly affects the effectiveness of lessons, the development of students’ speech activity, and the enrichment of vocabulary in the learning process. The article discusses effective ways of developing lexical knowledge through communicative approaches, task-based learning, and integrated teaching methods.
DOI: 10.5281/zenodo.18815808
title: MODERN APPROACHES TO ENHANCING THE LEXICAL COMPETENCE OF FUTURE ENGLISH LANGUAGE TEACHERS

description: This article analyzes modern approaches to improving the lexical competence of future English language teachers. Lexical competence plays an important role in the professional preparation of teachers, as it directly affects the effectiveness of lessons, the development of students’ speech activity, and the enrichment of vocabulary in the learning process. The article discusses effective ways of developing lexical knowledge through communicative approaches, task-based learning, and integrated teaching methods.
DOI: 10.15468/dl.asj7ak
title: Occurrence Download

description: A dataset containing 8073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Cuphea carthagenensis, , , , , , , , , , , , , , , , , , Polypedates iskandari, , , , Coelioxys zapoteca, Lythrum carthagenense, , Cuphea prunellifolia, , , , , , , , , Cuphea pinto, Cuphea peplidioides, Parsonsia balsamona, , , , , , , , Cuphea pinto, , Balsamona pinto, Cuphea divaricata, Cuphea balsamona, , , , , , , Cuphea divaricata, , , , , Cuphea peplidioides, , , , , , , , , , , , , , Parsonsia pinto, , , , , , , , , , , , , , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8073 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004347-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxvk4q
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ateles marginatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 178 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004348-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18815832
title: SURGICAL TACTICS AND ANALYSIS OF OPERATIVE ERRORS IN RUPTURED COMMON BILE DUCT CYSTS IN CHILDREN

description: To analyze the surgical tactics used in ruptured common bile duct cysts in children. To identify the causes of operative errors. To evaluate the optimal surgical approaches [9,10].
DOI: 10.5281/zenodo.18815833
title: SURGICAL TACTICS AND ANALYSIS OF OPERATIVE ERRORS IN RUPTURED COMMON BILE DUCT CYSTS IN CHILDREN

description: To analyze the surgical tactics used in ruptured common bile duct cysts in children. To identify the causes of operative errors. To evaluate the optimal surgical approaches [9,10].
DOI: 10.5281/zenodo.18815228
title: Data for "Knudsen minimum for the surface reaction rate in microchannel flows"
DOI: 10.5281/zenodo.18815229
title: Data for "Knudsen minimum for the surface reaction rate in microchannel flows"
DOI: 10.15468/dl.k5xmet
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archiearis parthenias",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is Germany",
 "EventDate is greater than or equal to 2000-01-01",
 "EventDate is less than or equal to 2026-02-28"
 ]
}

 The dataset includes 103 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004352-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdxsjs
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacajao",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 198 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004349-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm68uw
title: Occurrence Download

description: A dataset containing 4595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , Euphrosyne xanthiifolia, , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4595 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004350-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29655035
title: <b>Alpha Cell Dysfunction in Type 2 Diabetes: Associations with Insulin Resistance and Reduced Insulin Secretion</b>

description: <b>Introduction:</b> This study examined how insulin resistance and impaired insulin secretion are associated with hyperglucagonemia during oral glucose tolerance tests (OGTT) in type 2 diabetes (T2DM).<b>Research Design and Methods:</b> A retrospective analysis included 247 patients with T2DM treated at Tianjin Medical University General Hospital from October 2022 to March 2025. All underwent a 75g OGTT, with blood samples collected at 0, 0.5, 1, 2, and 3 hours for glucose, insulin, C-peptide, and glucagon measurement. Insulin resistance was assessed via homeostasis model assessment of insulin resistance (HomaIR) and Matsuda index(MI), while insulin secretion was evaluated using C-peptide area under the curve (AUCcp), homeostasis model assessment of beta cell function (HomaB), first-phase and second-phase insulin secretion during OGTT (1st PH and 2nd PH). Generalized linear models and mediation analyses examined associations between glucagon levels and above indices. Model fitness and robustness were evaluated via residual diagnostics, Cook’s distance, and bootstrapped confidence intervals.<b>Results:</b> Glucagon levels during the OGTT were significantly elevated in patients with severe insulin resistance (HomaIR Q3) and in those with the lowest insulin sensitivity (MI Q1), even after adjusting for confounders. In contrast, groups with the poorest insulin secretion (AUCcp Q1, HomaB Q1, 1st PHQ1, and 2nd PHQ1) did not show elevated glucagon levels compared to those with better secretion. Mediation analysis confirmed that neither AUCcp nor HomaB mediated the relationship between insulin resistance and glucagon levels. Residual diagnostics demonstrated a satisfactory model fit. Furthermore, sensitivity analyses, both by excluding influential points identified via Cook’s distance and by applying bootstrapped confidence intervals, yielded consistent results, thereby affirming the robustness of the model.<b>Conclusions:</b> In T2DM, impaired glucagon suppression during OGTT is associated with insulin resistanceclosely, highlighting insulin resistance as a key factor in alpha-cell dysfunction.
DOI: 10.6084/m9.figshare.29655035.v3
title: <b>Alpha Cell Dysfunction in Type 2 Diabetes: The Role of Insulin Resistance and Reduced Insulin Secretion</b>

description: <b>Introduction:</b> This study examined the role of insulin resistance and impaired insulin secretion in hyperglucagonemia during oral glucose tolerance tests (OGTT) in type 2 diabetes (T2DM).<b>Research Design and Methods:</b> A retrospective analysis included 247 patients with T2DM treated at Tianjin Medical University General Hospital from October 2022 to March 2025. All underwent a 75g OGTT, with blood samples collected at 0, 0.5, 1, 2, and 3 hours for glucose, insulin, C-peptide, and glucagon measurement. Insulin resistance was assessed via homeostasis model assessment of insulin resistance (HomaIR) and Matsuda index(MI), while insulin secretion was evaluated using C-peptide area under the curve (AUCcp), homeostasis model assessment of beta cell function (HomaB), and first-phase and second-phase insulin secretion during OGTT (1st PH and 2nd PH). Generalized linear models and mediation analyses examined associations between glucagon levels and above indices. Model fitness and robustness were evaluated via residual diagnostics, Cook’s distance, and bootstrapped confidence intervals.<b>Results:</b> Glucagon levels during the OGTT were significantly elevated in patients with severe insulin resistance (HomaIR Q3) and in those with the lowest insulin sensitivity (MI Q1), even after adjusting for confounders. In contrast, groups with the poorest insulin secretion (AUCcp Q1, HomaB Q1, 1st PHQ1, and 2nd PHQ1) did not show elevated glucagon levels compared to those with better secretion. Mediation analysis confirmed that neither AUCcp nor HomaB mediated the relationship between insulin resistance and glucagon levels. Residual diagnostics demonstrated a satisfactory model fit. Furthermore, sensitivity analyses, both by excluding influential points identified Cook’s distance and by applying bootstrapped confidence intervals, produced consistent results, thereby affirming the robustness of the model.<b>Conclusions:</b> In T2DM, impaired glucagon suppression during OGTT is associated with insulin resistanceclosely, highlighting insulin resistance as a key factor in alpha-cell dysfunction.<br>
DOI: 10.6084/m9.figshare.29655035.v4
title: <b>Alpha Cell Dysfunction in Type 2 Diabetes: Associations with Insulin Resistance and Reduced Insulin Secretion</b>

description: <b>Introduction:</b> This study examined how insulin resistance and impaired insulin secretion are associated with hyperglucagonemia during oral glucose tolerance tests (OGTT) in type 2 diabetes (T2DM).<b>Research Design and Methods:</b> A retrospective analysis included 247 patients with T2DM treated at Tianjin Medical University General Hospital from October 2022 to March 2025. All underwent a 75g OGTT, with blood samples collected at 0, 0.5, 1, 2, and 3 hours for glucose, insulin, C-peptide, and glucagon measurement. Insulin resistance was assessed via homeostasis model assessment of insulin resistance (HomaIR) and Matsuda index(MI), while insulin secretion was evaluated using C-peptide area under the curve (AUCcp), homeostasis model assessment of beta cell function (HomaB), first-phase and second-phase insulin secretion during OGTT (1st PH and 2nd PH). Generalized linear models and mediation analyses examined associations between glucagon levels and above indices. Model fitness and robustness were evaluated via residual diagnostics, Cook’s distance, and bootstrapped confidence intervals.<b>Results:</b> Glucagon levels during the OGTT were significantly elevated in patients with severe insulin resistance (HomaIR Q3) and in those with the lowest insulin sensitivity (MI Q1), even after adjusting for confounders. In contrast, groups with the poorest insulin secretion (AUCcp Q1, HomaB Q1, 1st PHQ1, and 2nd PHQ1) did not show elevated glucagon levels compared to those with better secretion. Mediation analysis confirmed that neither AUCcp nor HomaB mediated the relationship between insulin resistance and glucagon levels. Residual diagnostics demonstrated a satisfactory model fit. Furthermore, sensitivity analyses, both by excluding influential points identified via Cook’s distance and by applying bootstrapped confidence intervals, yielded consistent results, thereby affirming the robustness of the model.<b>Conclusions:</b> In T2DM, impaired glucagon suppression during OGTT is associated with insulin resistanceclosely, highlighting insulin resistance as a key factor in alpha-cell dysfunction.
DOI: 10.15468/dl.uaudt4
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus reticulata",
 "Year 1950-2026"
 ]
}

 The dataset includes 251 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004351-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18814838
title: SolAR-TS

description: SolAR-TS is a pre-processed time-series dataset of SHARP LoS magnetograms for forecasting M- and X-class flares exactly 24 hours before the event. If Tf is the time for which the prediction is made, the individual time-series samples are in folders named HARP_<Tf - 1h>. Each sample-folder contains 6-hour data at a cadence of 12 minutes, constituting 31 files or "frames" (although some samples have < 31 frames due to missing files). All the individual samples are stored as FITS files of size (224 x 224), and normalized between -1 and 1.
DOI: 10.5281/zenodo.18814837
title: SolAR-TS

description: SolAR-TS is a pre-processed time-series dataset of SHARP LoS magnetograms for forecasting M- and X-class flares exactly 24 hours before the event. If Tf is the time for which the prediction is made, the individual time-series samples are in folders named HARP_<Tf - 1h>. Each sample-folder contains 6-hour data at a cadence of 12 minutes, constituting 31 files or "frames" (although some samples have < 31 frames due to missing files). All the individual samples are stored as FITS files of size (224 x 224), and normalized between -1 and 1.
DOI: 10.15468/dl.gmeede
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacajao calvus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004353-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.