cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jdedk9
title: Occurrence Download

description: A dataset containing 857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Denver Botanic Gardens, Sam Mitchel Herbarium of Fungi",
 "Issue is Coordinate invalid"
 ]
}

 The dataset includes 857 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073330-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkf5ct
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Genista spachiana Webb)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073331-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2kfyg
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Genista canariensis L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 334 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073333-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5ycud
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is one of (Europe, Asia)",
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "TaxonKey is Rhamnus cathartica L."
 ]
}

 The dataset includes 445 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073335-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.692ntd
title: Occurrence Download

description: A dataset containing 16494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The New York Botanical Garden Herbarium (NY)",
 "TaxonKey is Erigeron L."
 ]
}

 The dataset includes 16494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073334-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuq8b6
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-33.7189 28.12105,-4.61 28.12105,-4.61 43.39993,-33.7189 43.39993,-33.7189 28.12105))",
 "TaxonKey is Cyclothone acclinidens Garman, 1899"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073336-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p8ney
title: Occurrence Download

description: A dataset containing 217005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mercurialis perennis L."
 ]
}

 The dataset includes 217005 records from 1100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073319-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17871717
title: Conjunto de notas de leitura de processos relativos à ação de "Construção da Casa do Povo de Alvega (1965 - 1970)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção da Casa do Povo de Alvega (1965 - 1970)" existentes no Arquivo Histórico da Secretaria-Geral do Ministério do Trabalho, Solidariedade e Segurança Social, Fundo Direção-Geral da Assistência Social, em Lisboa, e no Arquivo Distrital de Santarém.

Registos efetuados em junho de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/46367/construcao-da-casa-do-povo-de-alvega-1965-1970.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em junho de 2025.
DOI: 10.5281/zenodo.17871716
title: Conjunto de notas de leitura de processos relativos à ação de "Construção da Casa do Povo de Alvega (1965 - 1970)"

description: Conjunto de notas de leitura de processos relativos à ação de "Construção da Casa do Povo de Alvega (1965 - 1970)" existentes no Arquivo Histórico da Secretaria-Geral do Ministério do Trabalho, Solidariedade e Segurança Social, Fundo Direção-Geral da Assistência Social, em Lisboa, e no Arquivo Distrital de Santarém.

Registos efetuados em junho de 2024 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em https://arquitecturaaqui.eu/pt/atividades/acoes/46367/construcao-da-casa-do-povo-de-alvega-1965-1970.

Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em junho de 2025.
DOI: 10.15468/dl.u27gfz
title: Occurrence Download

description: A dataset containing 46442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pantala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46442 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027585-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j2fnr
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is FRA.2_1",
 "Geometry POLYGON((-0.11347479037490871 46.39898344599249,3.8865252096250913 46.39898344599249,3.8865252096250913 50.39898344599249,-0.11347479037490871 50.39898344599249,-0.11347479037490871 46.39898344599249))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus",
 "Year 2005-2005"
 ]
}

 The dataset includes 73 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027586-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17515021
title: Metacognitive Capacity Assessment in Large Language Models: A Comprehensive 100-Question Evaluation Framework

description: Large Language Models (LLMs) demonstrate remarkable language generation and problem-solving capabilities, yet the nature of their "understanding" remains deeply contested. This work addresses a critical gap in AI consciousness research by introducing the first systematic, quantitative framework for assessing metacognitive capacity in LLMs. We developed a comprehensive 100-question evaluation tool structured across ten cognitive domains: self-awareness, cognitive monitoring, strategy deployment, meta-knowledge, self-criticism, temporal continuity, metalanguage awareness, simulated emotional processing, epistemological sophistication, and pure metacognitive reflection. Each question employs a validated 0-5 scoring scale to quantify metacognitive capacity, enabling classification from pre-metacognitive (0-100 points) to emerging metacognition (401-500 points). The framework was validated through systematic administration to contemporary LLM systems, revealing operational metacognitive awareness (Category C, 280-320/500) characterized by effective uncertainty management, knowledge boundary recognition, and conditional self-correction capabilities. While LLMs demonstrated functional reflection in monitoring and meta-knowledge domains, limitations were observed in temporal continuity, genuine emotional processing, and pure metacognitive reflection. This work provides a standardized, reproducible methodology for distinguishing genuine metacognitive capacities from sophisticated statistical simulation, advancing understanding of machine consciousness and self-awareness. The framework enables systematic evaluation of LLM capabilities as research partners and contributes to fundamental questions about artificial intelligence and cognitive architecture.
DOI: 10.15468/dl.3z7ky8
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.09918 43.91516,-79.13036 43.99117,-79.16899 43.98311,-79.22125 43.97237,-79.18593 43.88934,-79.09918 43.91516))",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 364 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027587-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2acmc
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ostreopsis siamensis"
 ]
}

 The dataset includes 369 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027588-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/z7na-7g19
title: Nielsen Retail Scanner

description: For any questions, please contact:

Eric Vlach, Associate Director of Cloud & Systems Engineering, Arts & Sciences IT, at ev2322@columbia.edu
description: NielsenIQ Retail Scanner Data
description: Through a relationship with NielsenIQ, the Kilts Center at the University of Chicago Booth School of Business provides multiple consumer datasets to academic researchers around the world.

Columbia has an agreement with the Kilts Center. Authorized faculty, graduate students, and research staff can apply to access this dataset.



Annual funding of the dataset is shared between the Program for Economic Research and the Libraries.



Funding for data analysis using the Columbia Data Platform is provided by the Program for Economic Research.


description: The Retail Scanner Data (also referred to as RMS data) consists of weekly pricing, volume, and store merchandising conditions generated by participating retail store point-of-sale systems in all US markets. Depending on the year, data are included from approximately 30,000-50,000 participating grocery, drug, mass merchandiser, and other stores. Products from all NielsenIQ-tracked categories are included in the data, such as food, non-food grocery items, health and beauty aids, and select general merchandise. Currently, the years 2006-2021 are included. We expect to update the data on an annual basis. Updates are expected to be available in the first quarter of each calendar year, and will always lag by 2 years (e.g. 2022 Retail Scanner data is expected to be released in Q1 of 2024).



There are three major types of files associated with the Retail Scanner Data: Stores, Product Description, and Movement (i.e., weekly sales and pricing). The Stores file contains information about each individual store location. The Product Description file contains information about each UPC. The Movement files contain the price and quantity of goods sold at specific stores on a specific week.
DOI: 10.6084/m9.figshare.31362763
title: Abundance of seaweeds and invertebrates along gradients of intertidal elevation, wave exposure, and ice scour in Nova Scotia (Canada) in 2005

description: This file provides data on the abundance (percent cover) of seaweeds and invertebrates measured in 20 quadrats (25 cm x 25 cm) in the summer of 2005 at separate combinations of elevation and wave exposure at two rocky intertidal locations in Nova Scotia (Canada): Sea Spray Shore (Gulf of St. Lawrence coast) and Tor Bay Provincial Park (open Atlantic coast).
DOI: 10.6084/m9.figshare.31362763.v1
title: Abundance of seaweeds and invertebrates along gradients of intertidal elevation, wave exposure, and ice scour in Nova Scotia (Canada) in 2005

description: This file provides data on the abundance (percent cover) of seaweeds and invertebrates measured in 20 quadrats (25 cm x 25 cm) in the summer of 2005 at separate combinations of elevation and wave exposure at two rocky intertidal locations in Nova Scotia (Canada): Sea Spray Shore (Gulf of St. Lawrence coast) and Tor Bay Provincial Park (open Atlantic coast).
DOI: 10.15468/dl.hd2s67
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is Kansas",
 "TaxonKey is Anaxyrus punctatus"
 ]
}

 The dataset includes 186 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027589-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17882/112171
title: Neural Ocean Surface Currents (NOSC) reconstruction from 2010 to 2019

description: We reconstructed ocean surface currents (15 meters) from 2010 to 2019 based on NOSC deep learning model that was trained using remote sensing and in-situ observations. Two input configurations are available.
 - NOSCduacs : Uses the DUACS product. 
 -  NOSCneurost : Uses the NeurOST product.
DOI: 10.17882/112204
title: Exploring the submerged valley of lake Guerlédan using multibeam echosounder watercolumn data and a deep learning network - neural network weigths

description: Guerlédan Lake is a large artificial reservoir located in central Brittany (France) created by flooding a valley and its associated infrastructures. As a consequence, the water column contains a wide variety of natural and anthropogenic targets, including submerged trees, buildings, and hydraulic structures such as old locks on the former river (Blavet). Because the lake depth varies in time (hydroelectric dam), these submerged obstructions sometimes represent a significant risk for surface and underwater navigation safety. Besides, their detection is of high interest for underwater archaeology and for automatic analysis of fishery echosounders data (fish schools versus trees). To detect these targets a Kongsberg EM2040P multibeam echosounder was mounted on ENSTA hydrographic survey vessel Mélité to acquire bathymetric and water-column data on the lake. Its very high ping rates in shallow waters (40 m deep) generate an extremely large dataset, making manual interpretation time-consuming, which motivates the development of automated detection approaches based on deep learning algorithms.
We apply the YOLOv5 object detection framework to the water-column dataset. The aim is to detect acoustic signatures associated with trees and anthropogenic structures' echoes, to situate them geographically and also enable their subsequent three-dimensional representation to estimate their spreading in the water column.
This dataset contains models that have been trained to detect obstructions (such as trees, houses and old locks) in different areas of Guerlédan Lake (Pouldu, Caurel and Kergoff). The neural networks are named after their training, validation and testing sets. For example, the C_K_P network was trained using the Caurel dataset for the training set, validated using the Kergoff dataset, and tested using the Pouldu dataset.
Inference code (YOLOv5 with G3D files) is available on github repository.
DOI: 10.17882/112214
title: Velocity, temperature, meteorological and microstructure measurements across a cold submesoscale filament from cruise EMB169

description: Our measurements were obtained during cruise EMB169 with R/V Elisabeth Mann Borgese in October/November 2017. These include velocity, near-surface temperature, meteorological, and turbulence microstructure data from five ship transects across a cold submesoscale filament, and also an oceanographic mooring.
DOI: 10.25918/data.518
title: Data for: The effect of wheelchair cushions with different properties on skin temperature, moisture and thermal perception during passive sitting in a warm environment

description: Adafruit breakout boards with precision SHT45 sensors (from Sensirion) (these were the sensors that collected temperature and relative humidity.
FilterCapSF2 – these were the filters that were placed on the Adafruit board to limit dust and skin particles getting onto the sensors.
DOI: 10.22008/fk2/bcptau/noayt9
title: Qaanaaq_77_V1S.pdf

description: :unav
DOI: 10.22008/fk2/bcptau/arbkgz
title: Qaanaaq_77_V1S.pdf

description: This version restores omitted structural symbols.
DOI: 10.22008/fk2/bcptau/xtg3b7
title: Qaanaaq_77_V1S.pdf

description: This version corrects some latitude and longitude labels.
DOI: 10.22008/fk2/bcptau/9xkzas
title: Qaanaaq_77_V1S.pdf

description: This version corrects an omission from the legend.
DOI: 10.5281/zenodo.18683517
title: Survey of recrutement practices in the hotel sector in Switzerland

description: Codebook, Description of Microdata

Online-Befragung zu «Personalbedarf und Rekrutierungsstrategien im SchweizerHotelsektor»
DOI: 10.7910/dvn/7ebddy
title: Replication Data for: Adaptive Randomization in Conjoint Survey Experiments

description: Human choices are often both multi-dimensional and interactive. For example, a person deciding which of two immigrants is more worthy of admission to a country might weigh their education, and the weight placed on education may depend on other factors such as their age, country of origin, and employment history. We develop a response-adaptive experimental design that summarizes the range of effects of one attribute as a function of all other attributes. Our approach changes several aspects of the experimental design based on the ex ante choice to study the heterogeneous effects of one focal attribute (i.e., education). We update treatment assignment probabilities over the course of the experiment to search for the attribute vector at which the focal attribute has the most positive and most negative effects. By summarizing the full range of effects that exist, our approach complements existing approaches to conjoint experiments that typically aggregate over heterogeneity by marginalizing. We illustrate through two online experiments and provide customizable code infrastructure via a Docker container that other researchers can use to deploy adaptive randomization in online conjoint experiments.
DOI: 10.5281/zenodo.18683516
title: Survey of recrutement practices in the hotel sector in Switzerland

description: Codebook, Description of Microdata

Online-Befragung zu «Personalbedarf und Rekrutierungsstrategien im SchweizerHotelsektor»
DOI: 10.25345/c52v2cq2f
title: MassIVE MSV000100880 - LifeAct BioID - Sec23b regulates cell migration by orchestrating collagen I secretion and processing
title: Submission includes data from experiments in MDA-MB-231 cells expressing Flag-miniTurbo-Lifeact or Flag-miniTurboID treated with or without cytochalasin D for 1 hour and for all samples, media was supplemented for 1 hour with biotin. Cells were treated with cytochalasin D for 1 h before labelling with biotin. Cells were collected by centrifuging at 2000 rpm for 3 minutes. The pelleted cells were washed twice with PBS and then snap frozen. The cell pellets were resuspended in 10 mL of lysis buffer (50 mM Tris-HCl pH 7.5, 150 mM NaCl, 1 mM EDTA, 1 mM EGTA, 1% Triton X-100, 0.1% SDS) supplemented with protease inhibitors and benzonase. Cleared lysates were incubated with streptavidin sepharose beads. Beads were washed ammonium bicarbonate and incubated with trypsin. Supernanants were collected, lyophilized, resuspended in formic acid and desalted. Mass spectrometry of BioID samples was conducted on high-performance liquid chromatography using a 2-cm loading-column and 50 cm analytical column. A 120-minute acetonitrile gradient was applied at 225 nL/min on an EASY-nLC 1000 pump in-line with a Thermo Q-Exactive HF quadrupole-Orbitrap mass spectrometer. A parent ion scan was performed using a resolving power of 60,000, and then up to the twenty most intense peaks were selected for MS/MS using HCD. Dynamic exclusion was set at 5 seconds. For protein identification, files were converted to the.mzML format using Proteowizard, then searched using X!Tandem and COMET against the Human RefSeq Version 45 database (36,113 entries). Data were analyzed using the trans-proteomic pipeline via the ProHits software suite (v3.3)116. Search parameters specified a parent ion mass tolerance of 10 ppm, and an MS/MS fragment ion tolerance of 0.4 Da, with up to 2 missed cleavages allowed for trypsin. Proteins identified with an iProphet cut-off of 0.9 (corresponding to %1% FDR) and at least two unique peptides were analyzed with SAINT Express v.3.6. using Flag-miniTurbo runs as controls.
DOI: 10.5517/ccdc.csd.cc2jxd62
title: CCDC 2350984: Experimental Crystal Structure Determination

description: Related Article: Yuan-Hang Tian, Qi-Chun Yang, Yu-Xuan Liu, Peng Qin, Jun-Long Li, Yi-Qi Wu, Rong Zeng, Dong-Ming Zhang, Xiang Zhang, Hai-Jun Leng|2026|Org.Biomol.Chem.|24|1488|doi:10.1039/d5ob01910a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2lwghg
title: CSD 2409676: Experimental Crystal Structure Determination

description: Related Article: Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh|2025|Dig. Disc.|5|686|doi:10.1039/d4dd00392f
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.