cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.4fq833s
title: Data from: Empidine dance flies pollinate the woodland geranium as effectively as bees

description: Most flowering plants species rely on insects for pollination, a
 successful mutualism allowing them to reproduce over wide areas while
 flower-visitors are rewarded with food. This association is so conspicuous
 in the case of bees that other groups of potential pollinators, especially
 flies, have long been underestimated. However, visitors are not always
 pollinators. While the importance of flies in plant-visitor networks is
 now acknowledged, their pollination effectiveness has hardly been
 investigated. In this study, we assessed the pollination effectiveness of
 Geranium sylvaticum flower-visitors using single visits seed-set
 experiments, in a subalpine meadow where flies are predominant. We found
 that: (i) empidine dance flies were the most frequent visitors of G.
 sylvaticum; (ii) a single visit by an empidine dance fly produced the same
 average number of seeds as a visit by a bee; (iii) large pollinators were
 more efficient than small pollinators irrespectively of their identity. As
 a conclusion, large empidines were the main pollinators of Geranium
 sylvaticum. Considering the high diversity and abundance of
 flower-visiting fly species, such results showing their ability to be as
 effective pollinators as bees should encourage further studies to develop
 a better understanding on their role in plant-pollinator networks.
description: Single-visit seed-set
 dataSingle-visit seed-set
 data. Columns : flower (Unique ID of the flower); insect_group (Taxonomic
 group of the visitor); size (Size category of the visitor : A:&gt;=10mm;
 B&lt;10mm); duration (Duration of the visit); seeds (Number of seeds after
 the single visit, proportion data between 0 and 5)svd_full.txtVisitors to G. sylvaticum dataVisitors to G. sylvaticum. Columns : patch (ID of the 10 flowers monitored); exposure (Full sun or dappled sun or shadow); halfday (Morning or Afternoon); group (Empidine or Bee or Other); size (A:&gt;=10mm; B&lt;10mm); visits (Number of visits)visits.txt
DOI: 10.7910/dvn/o0bbki
title: Kenya Life Panel Survey, Round 4 (KLPS-4)

description: The Kenya Life Panel Survey, Round 4 (KLPS-4) contains follow-up information, collected during 2017-2022, for a subset of individuals involved in the 1998-2003 Primary School Deworming Program or other child and adolescent human capital interventions in Busia District, western Kenya.
DOI: 10.5061/dryad.h7d11cd
title: Data from: Continuous glucose monitoring profiles in healthy non-diabetic participants: a multicenter prospective study

description: Context: Use of continuous glucose monitoring (CGM) is increasing for
 insulin-requiring patients with diabetes. While data on glycemic profiles
 of healthy, non-diabetic individuals exists for older sensors, assessment
 of glycemic metrics with new generation CGM devices is lacking. Objective:
 To establish reference sensor glucose ranges in healthy, non-diabetic
 individuals across different age groups, using a current generation CGM
 sensor. Design: Multicenter, prospective study. Setting: 12 centers within
 the T1D Exchange Clinic Network. Patients or Participants: Non-pregnant,
 healthy, non-diabetic children and adults (age ≥6 years); with non-obese
 body mass index. Intervention: A blinded Dexcom G6 CGM, with once daily
 calibration, was worn for up to 10 days in each participant. Main Outcome
 Measure: CGM metrics of mean glucose, hyperglycemia, hypoglycemia, and
 glycemic variability. Results: 153 participants (age 7-80 years) were
 included in the analyses. Mean average glucose was 98-99 mg/dL (5.4-5.5
 mmol/L) for all age groups except those over 60 years in whom mean average
 glucose was 104 mg/dL (5.8 mmol/L). The median % time between 70-140 mg/dL
 (3.9-7.8 mmol/L) was 96% (IQR 93%-98%). Mean within-individual coefficient
 of variation (CV) was 17±3%. Median time spent with glucose levels
 &gt;140mg/dL was 2.1% (30 min/day) and &lt;70 mg/dL (3.9 mmol/L)
 was 1.1% (15 min/day). Conclusion: By assessing across age groups in a
 healthy, non-diabetic population, normative sensor glucose data have been
 derived, and will be useful as a benchmark for future research studies.
description: Online Supplemental
 Material
DOI: 10.6084/m9.figshare.29108801
title: DISF_Client_ADDO_and_HF_exit_interview_questions_-_all_versions_-_labels_-_2024-01-04-09-20-55.xlsx

description: This study looked into how easy it is to get essential reproductive, maternal, neonatal, child, and adolescent health medicines in the Pwani region, Kibaha District, Tanzania. It was part of the Digital Innovation Seed Fund project, funded by The Gates Foundation, which builds on the Afya-Tek program that connects Community Health Workers, drug dispensers, and health facilities using digital tools. The goal of the survey was to find out the barriers to access for those who need help the most. We used a mix of methods, doing 191 exit interviews and 30 qualitative sessions with clients and service providers. While getting to drug dispensers and health facilities isn't too hard, there are still issues with finding medicines and their costs. About 89% of clients at drug dispensers and 82% at health facilities got the medicine they needed, but health facilities had more stock-outs, and drug dispensers had higher prices. Around half of the clients said they had trouble affording medicines, even though 83% thought the prices were fair, indicating different expectations for pricing at drug dispensers versus health facilities. Demand varied, children under five and pregnant women needed the most help, while postnatal women needed the least. Adolescents, who don’t use services as often, preferred drug dispensers for privacy when getting contraceptives and STI medicines. The study showed that drug dispensers play an important role in covering the gaps left by public health facilities, especially during stock shortages. In summary, while RMNCAH medicines are mostly accessible in Kibaha, there are ongoing challenges with affordability and supply issues that make it hard for everyone to get what they need. The findings from this survey will help shape the regional health teams in decision making and guide future efforts to improve medicine access for vulnerable populations in Tanzania.
DOI: 10.6084/m9.figshare.29108801.v1
title: DISF_Client_ADDO_and_HF_exit_interview_questions_-_all_versions_-_labels_-_2024-01-04-09-20-55.xlsx

description: This study looked into how easy it is to get essential reproductive, maternal, neonatal, child, and adolescent health medicines in the Pwani region, Kibaha District, Tanzania. It was part of the Digital Innovation Seed Fund project, funded by The Gates Foundation, which builds on the Afya-Tek program that connects Community Health Workers, drug dispensers, and health facilities using digital tools. The goal of the survey was to find out the barriers to access for those who need help the most. We used a mix of methods, doing 191 exit interviews and 30 qualitative sessions with clients and service providers. While getting to drug dispensers and health facilities isn't too hard, there are still issues with finding medicines and their costs. About 89% of clients at drug dispensers and 82% at health facilities got the medicine they needed, but health facilities had more stock-outs, and drug dispensers had higher prices. Around half of the clients said they had trouble affording medicines, even though 83% thought the prices were fair, indicating different expectations for pricing at drug dispensers versus health facilities. Demand varied, children under five and pregnant women needed the most help, while postnatal women needed the least. Adolescents, who don’t use services as often, preferred drug dispensers for privacy when getting contraceptives and STI medicines. The study showed that drug dispensers play an important role in covering the gaps left by public health facilities, especially during stock shortages. In summary, while RMNCAH medicines are mostly accessible in Kibaha, there are ongoing challenges with affordability and supply issues that make it hard for everyone to get what they need. The findings from this survey will help shape the regional health teams in decision making and guide future efforts to improve medicine access for vulnerable populations in Tanzania.
DOI: 10.17632/y5npnkjfny
title: SBIE 2025 - Aplicações de LLMs no aprendizado de Programação Orientada a Objetos: Um Mapeamento Sistemático da Literatura

description: Modelos de Linguagem de Grande Escala (LLMs) têm ganhado destaque como ferramentas educacionais para o ensino de programação, especialmente pela capacidade de gerar código, oferecer feedback em tempo real e apoiar estudantes com diferentes níveis de experiência. No entanto, a integração pedagógica de LLMs em paradigmas estruturados, como a Programação Orientada a Objetos (POO), ainda é pouco explorada.

Com o objetivo de compreender como os LLMs estão sendo aplicados no contexto do ensino e aprendizagem de POO, foi conduzido um Mapeamento Sistemático da Literatura (MSL), seguindo as etapas de definição do protocolo, execução da busca, seleção dos estudos, extração e síntese dos dados. Os dados extraídos dos 11 estudos primários selecionados estão organizados em cinco abas, contemplando por ciclos os resultados brutos por base de dados, classificação inicial por título e aderência, aplicação de critérios de inclusão/exclusão, lista final de estudos primários com metadados e resumo das respostas às perguntas analíticas (Q1–Q4) por estudo.

A publicação visa promover transparência metodológica e permitir replicabilidade da revisão.
DOI: 10.17632/y5npnkjfny.1
title: SBIE 2025 - Aplicações de LLMs no aprendizado de Programação Orientada a Objetos: Um Mapeamento Sistemático da Literatura

description: Modelos de Linguagem de Grande Escala (LLMs) têm ganhado destaque como ferramentas educacionais para o ensino de programação, especialmente pela capacidade de gerar código, oferecer feedback em tempo real e apoiar estudantes com diferentes níveis de experiência. No entanto, a integração pedagógica de LLMs em paradigmas estruturados, como a Programação Orientada a Objetos (POO), ainda é pouco explorada.

Com o objetivo de compreender como os LLMs estão sendo aplicados no contexto do ensino e aprendizagem de POO, foi conduzido um Mapeamento Sistemático da Literatura (MSL), seguindo as etapas de definição do protocolo, execução da busca, seleção dos estudos, extração e síntese dos dados. Os dados extraídos dos 11 estudos primários selecionados estão organizados em cinco abas, contemplando por ciclos os resultados brutos por base de dados, classificação inicial por título e aderência, aplicação de critérios de inclusão/exclusão, lista final de estudos primários com metadados e resumo das respostas às perguntas analíticas (Q1–Q4) por estudo.

A publicação visa promover transparência metodológica e permitir replicabilidade da revisão.
DOI: 10.15468/dl.ch5fqw
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Rhapis excelsa",
 "Year 1000-2024"
 ]
}

 The dataset includes 286 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007661-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t97n5p
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -15.914722",
 "DecimalLongitude is greater than or equal to -100.0",
 "DecimalLongitude is less than or equal to -90.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007663-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15782801
title: Data and code availability new
DOI: 10.5281/zenodo.15782802
title: Data and code availability new
DOI: 10.15468/dl.6gt6tq
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azorella acaulis, Azorella albovaginata, Azorella ameghinoi, Azorella andina, Azorella trisecta, Azorella biloba, Azorella boelckei, Azorella burkartii, Azorella compacta, Azorella valentini, Azorella crassipes, Azorella cryptantha, Azorella diversifolia, Azorella filamentosa, Azorella fuegiana, Azorella lycopodioides, Azorella madreporica, Azorella monantha, Azorella monteroi, Azorella nivalis, Azorella patagonica, Azorella prolifera, Azorella ranunculus, Azorella ruizii, Azorella selago, Azorella spinosa, Azorella trifoliolata, Azorella trifurcata, Azorella ulicina)",
 "BasisOfRecord is Specimen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1731 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007664-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d76z4k
title: Occurrence Download

description: A dataset containing 72075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material sample, Material citation, Occurrence evidence)",
 "Continent is Europe",
 "Geometry POLYGON((-28.01043 69.30446,-19.49113 34.47318,54.34283 36.15829,46.85617 73.56059,-28.01043 69.30446))",
 "TaxonKey is Gypaetus barbatus",
 "Year 1980-2024"
 ]
}

 The dataset includes 72075 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007587-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14202510
title: Retrieving API knowledge from Tutorials and Stack Overflow based on Natural Language Queries

description: The replication package of PLAN
DOI: 10.14470/9i744537
title: WAVEOBS

description: The WAVEOBS project was established with three primary goals; to get a better fundamental understanding of microseism sources in the north-east Atlantic near Ireland; to investigate the use of ocean generated microseisms as real time ocean wave height data; and to investigate their use as a climate proxy. Waveform data is available from the GEOFON data centre, under network code 4V, and is fully open.
DOI: 10.5281/zenodo.17711246
title: National Open Access Monitor, Ireland - Research product metadata

description: This dataset contains the foundational data for the National Open Access Monitor under an open license. OpenAIRE will routinely provide monthly data dumps to Zenodo, encompassing a comprehensive set of data and indicators related to the Open Access Monitor. This collaborative effort ensures accessibility and openness in sharing the data, promoting transparency and facilitating its use for research and analysis purposes.The dataset comprises of the metadata of the research products metadata stored in the parquet format. The file contains two columns ("id", "xml"), the first of which is the OpenAIRE identifier of the research product and the the second the xml representation of the metadata. The schema of the metadata can be found in https://www.openaire.eu/schema/1.0/oaf-1.0.xsd and a detailed description of the contents can be found in https://graph.openaire.eu/docs/ and https://zenodo.org/records/2643199
DOI: 10.15468/dl.fh2wuf
title: Occurrence Download

description: A dataset containing 9442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Sabal palmetto",
 "Year 1000-2024"
 ]
}

 The dataset includes 9442 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007666-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rayhpx
title: Occurrence Download

description: A dataset containing 3910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothrops atrox"
 ]
}

 The dataset includes 3910 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007665-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14202298
title: Retrieving API knowledge from Tutorials and Stack Overflow based on Natural Language Queries

description: The replication package of PLAN
DOI: 10.15468/dl.vfvrh3
title: Occurrence Download

description: A dataset containing 3461360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 1986"
 ]
}

 The dataset includes 3461360 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007616-251120083545085/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.30706580
title: Supplementary Material for: Trait-like and State-like Oxytocin: A Biomarker of Alliance in Patients with Depression and Borderline Personality Disorder

description: Introduction: Patients with Major depressive disorder (MDD) and Borderline personality disorder (BPD) show a poorer prognosis compared to patients without BPD. A potential contributor is the complexity of establishing a therapeutic alliance with patients with BPD. A potential underlying biological mechanism is Oxytocin (OT), a hormone associated with social bonding and trust. The aim of this study was to assess whether the interaction between OT pre-session (session-level trait-like) and change in OT throughout session (state-like) in both patients and therapists predicts the therapeutic alliance in patients with MDD and varying severity of BPD. We hypothesized that patients with higher BPD severity would show a compensatory pattern, where increase in state-like OT would compensate for low session-level trait-like OT, resulting in a stronger alliance. We also explored this interplay in the therapists' OT. Method: Eighty-four patients from a randomized control trial were assessed for BPD severity prior to beginning 16 sessions of short-term psychotherapy. Both patients and therapists provided saliva samples pre- and post- sessions 4, 8, 12 and 16 for OT analysis. Alliance was measured post-session. A series of linear mixed-effects models was used to test the hypothesis. Results: Our hypothesis was partially confirmed. In patients with higher BPD severity, when therapists had low session-level trait-like OT, the more they increased in state-like OT, patients rated their alliance as stronger. However, this compensatory pattern did not emerge in patients. Conclusion: These findings demonstrate the potential importance of OT as a biomarker of therapeutic processes in patients with MDD and BPD.
DOI: 10.6084/m9.figshare.30706580.v1
title: Supplementary Material for: Trait-like and State-like Oxytocin: A Biomarker of Alliance in Patients with Depression and Borderline Personality Disorder

description: Introduction: Patients with Major depressive disorder (MDD) and Borderline personality disorder (BPD) show a poorer prognosis compared to patients without BPD. A potential contributor is the complexity of establishing a therapeutic alliance with patients with BPD. A potential underlying biological mechanism is Oxytocin (OT), a hormone associated with social bonding and trust. The aim of this study was to assess whether the interaction between OT pre-session (session-level trait-like) and change in OT throughout session (state-like) in both patients and therapists predicts the therapeutic alliance in patients with MDD and varying severity of BPD. We hypothesized that patients with higher BPD severity would show a compensatory pattern, where increase in state-like OT would compensate for low session-level trait-like OT, resulting in a stronger alliance. We also explored this interplay in the therapists' OT. Method: Eighty-four patients from a randomized control trial were assessed for BPD severity prior to beginning 16 sessions of short-term psychotherapy. Both patients and therapists provided saliva samples pre- and post- sessions 4, 8, 12 and 16 for OT analysis. Alliance was measured post-session. A series of linear mixed-effects models was used to test the hypothesis. Results: Our hypothesis was partially confirmed. In patients with higher BPD severity, when therapists had low session-level trait-like OT, the more they increased in state-like OT, patients rated their alliance as stronger. However, this compensatory pattern did not emerge in patients. Conclusion: These findings demonstrate the potential importance of OT as a biomarker of therapeutic processes in patients with MDD and BPD.
DOI: 10.14470/6q904658
title: DEEPEN, Western DAS Branch

description: From June to August 2021 the DEEPEN project deployed a dense seismic network across the Hengill geothermal area in southwest Iceland to image and characterize faults and high-temperature zones at high resolution. The nodal network comprised 498 geophone nodes spread across the northern Nesjavellir and southern Hverahlíð geothermal fields and was complemented by an existing permanent and temporary backbone seismic network of a total of 44 short-period and broadband stations. In addition, two fiber optic telecommunication cables near the Nesjavellir geothermal power plant were interrogated with commercial DAS-interrogators. The here published dataset contains a subset of the downsampled DAS-recordings from the western fiber optic array. The original data were downsampled from 2000Hz to 250 Hz using the das-convert tool (https://doi.org/10.5880/GFZ.2.1.2021.005). Note that there was a problem with the GNSS timing in the original recorded data which caused significant temporal drift. This has mostly been corrected in the downsampled data, but some residual timing error may exist. Waveform data is available from the GEOFON data centre, under network code 1D, and is fully open.
DOI: 10.15468/dl.jsw729
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-115.6621 35.05968, -115.6622 35.06235, -115.666 35.06234, -115.6655 35.05946, -115.6621 35.05968))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007667-251120083545085/datasets/export for details.
DOI: 10.15468/dl.9gdcqr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Maculabatis pastinacoides"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007669-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.