cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18610802
title: Ensemble Kinematic Age Catalog of ~1.5 million stars

description: Column
Unit
Description


STARID
 
LAMOST star identifier


RA
deg
Right ascension from LAMOST DR5


DEC
deg
Declination from LAMOST DR5


Jz_med
kpc km s^-1
Inferred median vertical action


Jz_age
Gyr
Inferred ensemble kinematic age


TEFF
K
Temperature from Xiang+ 2019


LOGG
dex
log g from Xiang+ 2019
DOI: 10.15468/dl.jz6wxm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ormosia yunnanensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008657-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ups985
title: Occurrence Download

description: A dataset containing 10255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "Month is February",
 "OccurrenceStatus is Present",
 "TaxonKey is Archaea"
 ]
}

 The dataset includes 10255 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008656-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuccq8
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Campomanesia eugenioides"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008654-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc7g9p
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Asclepias stellifera"
 ]
}

 The dataset includes 560 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008659-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dx3gx
title: Occurrence Download

description: A dataset containing 18561 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 41.67657",
 "DecimalLatitude is less than or equal to 83.13709",
 "DecimalLongitude is greater than or equal to -141.00186",
 "DecimalLongitude is less than or equal to -52.61937",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18561 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008660-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28031.27049
title: Nigeria Macroeconomic Indicators Dataset (Quarterly & Annual, 2000–2024)
DOI: 10.15468/dl.gpn3rk
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Miconia corallina",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 177 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008662-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk4ewc
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeranthes grandiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 75 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008663-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2hfmtd
title: CCDC 2307014: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2hr0hs
title: CCDC 2316025: Experimental Crystal Structure Determination

description: Related Article: Tomoki Nakajima, Shohei Tashiro, Masahiro Ehara, Mitsuhiko Shionoya|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c18601
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: 10.15468/dl.6kt4j7
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcosperma kachinense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 180 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008664-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2j6d38
title: CCDC 2329839: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2jgpzp
title: CCDC 2337833: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2jnx9f
title: CCDC 2343795: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2jthgb
title: CCDC 2348202: Experimental Crystal Structure Determination

description: Related Article: Doaa Domyati, Ranya A. Al-Zahrani, Ehab M.M. Ali, Bambar Davaasuren, Mariusz Jaremko, Mohamed M. El-bendary|2026|J.Mol.Struct.|1359||doi:10.1016/j.molstruc.2026.145512
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: 10.5517/ccdc.csd.cc2j6d27
title: CCDC 2329838: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2k4cnr
title: CCDC 2357694: Experimental Crystal Structure Determination

description: Related Article: Jianjun Yin, Xiuping Yuan, Lihan Zhu, Simin Wang, Dazhen Shi, Shucheng Ma, Xiaoyu Li, Jiaqiong Sun, Qian Zhang, Tao Xiong|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20365
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: 10.5517/ccdc.csd.cc2k2qx9
title: CCDC 2356121: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2kwbmf
title: CCDC 2379765: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2kwbqj
title: CCDC 2379768: Experimental Crystal Structure Determination

description: Related Article: Subhash Bairagi, Soumen Giri, Gaurav Joshi, Eluvathingal D. Jemmis, Sundargopal Ghosh|2025|Angew.Chem.,Int.Ed.|64|e202417170|doi:10.1002/anie.202417170
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: 10.5517/ccdc.csd.cc2lcn2q
title: CCDC 2394473: Experimental Crystal Structure Determination

description: Related Article: Ruotong Wang, Yi Su, Zhiyu Xiao, Tongtong Wang, Kun Liu, Zhihao Gong, Jiabin Wu, Junyi Chen, Zhixue Liu, Jingjing Li, Yu-Hui Zhang, Lu Wang, Bin Li, Xiaotao Zhang, Chunju Li|2025|Adv. Sci.|12|2500050|doi:10.1002/advs.202500050
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: 10.5517/ccdc.csd.cc2ll32d
title: CCDC 2400673: Experimental Crystal Structure Determination

description: Related Article: Saroj Kumar Kushvaha, Harsha S. Karnamkkott, Paula A. M. Stark, Sai Manoj N. V. T. Gorantla, Regine Herbst-Irmer, Kartik Chandra Mondal, Dietmar Stalke, Herbert W. Roesky|2025|Eur.J.Inorg.Chem.||e202500596|doi:10.1002/ejic.202500596
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: 10.5517/ccdc.csd.cc2m1l2c
title: CCDC 2414592: Experimental Crystal Structure Determination

description: Related Article: Jia Ji, Xuan Lv, Wen-Qian Deng, Lin Tian, Teng-Qi Yao, Wen-Jing Shi, Da-Hui Wang, Qing Li, Yin-Ling Hou, Ming Fang|2026|J.Organomet.Chem.|||doi:10.1016/j.jorganchem.2026.124042
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: 10.5517/ccdc.csd.cc2m1l1b
title: CCDC 2414591: Experimental Crystal Structure Determination

description: Related Article: Jia Ji, Xuan Lv, Wen-Qian Deng, Lin Tian, Teng-Qi Yao, Wen-Jing Shi, Da-Hui Wang, Qing Li, Yin-Ling Hou, Ming Fang|2026|J.Organomet.Chem.|||doi:10.1016/j.jorganchem.2026.124042
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: 10.5517/ccdc.csd.cc2m7xd6
title: CCDC 2420678: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5517/ccdc.csd.cc2m7xf7
title: CCDC 2420679: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5517/ccdc.csd.cc2m7xg8
title: CCDC 2420680: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5517/ccdc.csd.cc2m7xh9
title: CCDC 2420681: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5517/ccdc.csd.cc2m7xjb
title: CCDC 2420682: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5517/ccdc.csd.cc2m7xkc
title: CCDC 2420683: Experimental Crystal Structure Determination

description: Related Article: Tom Lacoma, Jérémy Forté, Régina Maruchenko, Romain Morichon, Michèle Salmain, Joelle Sobczak-Thépot, Benoît Bertrand|2025|ChemMedChem|20|e202500302|doi:10.1002/cmdc.202500302
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: 10.5281/zenodo.18610844
title: Multiple Choice Questions: Reasoning Makes Large Language Models More Self- Confident, Especially When They Are Wrong

description: This repo provides the data and scripts for the paper: Multiple Choice Questions: Thinking Makes Large Language Models (LLMs) More Self-Confident Even When They are Wrong, IEEE Intelligent Systems (in press)

Repository Contents





MMLU: Contains the MMLU datasets from https://huggingface.co/datasets/cais/mmlu




Results: Include results under two types of prompts: one where the LLM directly generates an answer and another where the answer is generated after thinking. Each prompt contains two CSV files for each dataset, one for the original response and the other for the probabilities of the response options.




Figure: Outputs and visualizations derived from the analysis.




Code: The Python script used for analyzing and plotting the data in the Results folder.
DOI: 10.5281/zenodo.18610843
title: Multiple Choice Questions: Reasoning Makes Large Language Models More Self- Confident, Especially When They Are Wrong

description: This repo provides the data and scripts for the paper: Multiple Choice Questions: Thinking Makes Large Language Models (LLMs) More Self-Confident Even When They are Wrong, IEEE Intelligent Systems (in press)

Repository Contents





MMLU: Contains the MMLU datasets from https://huggingface.co/datasets/cais/mmlu




Results: Include results under two types of prompts: one where the LLM directly generates an answer and another where the answer is generated after thinking. Each prompt contains two CSV files for each dataset, one for the original response and the other for the probabilities of the response options.




Figure: Outputs and visualizations derived from the analysis.




Code: The Python script used for analyzing and plotting the data in the Results folder.
DOI: 10.15468/dl.qrnhbj
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Campomanesia eugenioides"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008665-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yebuy7
title: Occurrence Download

description: A dataset containing 2331595 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Retrospective Analysis of Antarctic Tracking (Standardised) Data from the Scientific Committee on Antarctic Research"
 ]
}

 The dataset includes 2331595 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008635-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/d5iskw
title: DST-2017

description: Ram's Head orchid data sheet transcriptions for 2017.