cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17421501
title: Shh! Don't Tell Them I Use GenAI

description: This README file describes the structure, content, and organization of the Hackathon Qualitative Analysis data repository.

1. Project Overview

This repository compiles qualitative data collected during hackathon sessions to understand collaboration, communication, and the use of Large Language Models (LLMs) among participants. It includes interview scripts, observation guides, field notes, processed transcripts, and coded qualitative analyses research teams (A to E).

2. File Descriptions





Debrief_Interview_Script.docx: Contains the structured interview questions used during participant debriefing sessions.




Observation_Guide.docx : Provides a structured framework for field researchers to document participant interactions, LLM use, and collaboration behaviors.




TeamA_Observation_Notes.docx : Field notes detailing team activities, communication dynamics, and instances of LLM use during hackathon for Team A.




TeamB_Observation_Notes.docx : Field notes detailing team activities, communication dynamics, and instances of LLM use during hackathon for Team B.




TeamC_Observation_Notes.docx : Field notes detailing team activities, communication dynamics, and instances of LLM use during hackathon for Team C.




TeamD_Observation_Notes.docx : Field notes detailing team activities, communication dynamics, and instances of LLM use during hackathon for Team D.




TeamA_Transcribed _processed_data.docx : Transcribed and cleaned audio data for Team A.




Processed_teamB_data.txt / Processed_teamB_data2.txt : Processed text data from Team B session, including initial coding notes.




TeamD_processed_data.docx : Transcribed and cleaned audio data for Team D.




TeamE_Processed_data.docx :  Transcribed and cleaned audio data for Team E.




TeamA_Q_Analysis.xlsx to TeamE_Qualitative_Analysis.xlsx :  Individual coding spreadsheets created by research teams A to E, including open codes, participant quotes, and code memos.




Codebook.xlsx : unified codes, definitions, and exemplary quotes.





3. How to Use This Repository

1. Begin by reviewing the 'Observation_Guide.docx' and 'Debrief_Interview_Script.docx' for methodological context.2. Examine the Team A to Team E ‘Observation_Notes.docx' or ‘processed data files’ for raw qualitative material.3. Open the 'TeamX_Q_Analysis.xlsx' files to explore team-level open coding.4. Consult 'Codebook.xlsx' for the merged and standardized list of codes.

4. Data Organization

Raw Data : Interview scripts, observation guides, and field notes.Processed Data : Cleaned and transcribed text documents.Q_Analysis Files : Team-level qualitative coding sheets.Outputs : Codebook

5. Ethics

All identifying participant information has been removed or anonymized. This repository is for research and educational purposes only. Redistribution of raw or identifiable data is prohibited without authorization from the study leads.For questions or collaboration requests, contact the study coordinator or corresponding author.
DOI: 10.5517/ccdc.csd.cc1lnt57
title: CCDC 1479759: Experimental Crystal Structure Determination

description: Related Article: J.S. Bouanga Boudiombo, A. Jacobs|2016|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|72|836|doi:10.1107/S2052520616014128
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.cc1lnt68
title: CCDC 1479760: Experimental Crystal Structure Determination

description: Related Article: J.S. Bouanga Boudiombo, A. Jacobs|2016|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|72|836|doi:10.1107/S2052520616014128
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.cc1lnt79
title: CCDC 1479761: Experimental Crystal Structure Determination

description: Related Article: J.S. Bouanga Boudiombo, A. Jacobs|2016|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|72|836|doi:10.1107/S2052520616014128
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.cc1lnt8b
title: CCDC 1479762: Experimental Crystal Structure Determination

description: Related Article: J.S. Bouanga Boudiombo, A. Jacobs|2016|Acta Crystallogr.,Sect.B:Struct.Sci.,Cryst.Eng. and Mat.|72|836|doi:10.1107/S2052520616014128
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.cc1mfjh2
title: CCDC 1502554: Experimental Crystal Structure Determination

description: Related Article: Ana M. Plutín, Anislay Alvarez, Raúl Mocelo, Raúl Ramos, Eduardo E. Castellano, Monize M. da Silva, Wilmer Villarreal, Fernando R. Pavan, Cássio Santana Meira, José Simão Rodrigues Filho, Diogo Rodrigo M. Moreira, Milena Botelho P. Soares, Alzir A. Batista|2017|Polyhedron|132|70|doi:10.1016/j.poly.2017.05.003
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.cc1mfjdz
title: CCDC 1502551: Experimental Crystal Structure Determination

description: Related Article: Ana M. Plutín, Anislay Alvarez, Raúl Mocelo, Raúl Ramos, Eduardo E. Castellano, Monize M. da Silva, Wilmer Villarreal, Fernando R. Pavan, Cássio Santana Meira, José Simão Rodrigues Filho, Diogo Rodrigo M. Moreira, Milena Botelho P. Soares, Alzir A. Batista|2017|Polyhedron|132|70|doi:10.1016/j.poly.2017.05.003
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.cc1mfhl4
title: CCDC 1502526: Experimental Crystal Structure Determination

description: Related Article: Liya D. Funt, Olesya A. Tomashenko, Alexander F. Khlebnikov, Mikhail S. Novikov, Alexander Yu. Ivanov|2016|J.Org.Chem.|81|11210|doi:10.1021/acs.joc.6b02200
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.cc1mfjg1
title: CCDC 1502553: Experimental Crystal Structure Determination

description: Related Article: Ana M. Plutín, Anislay Alvarez, Raúl Mocelo, Raúl Ramos, Eduardo E. Castellano, Monize M. da Silva, Wilmer Villarreal, Fernando R. Pavan, Cássio Santana Meira, José Simão Rodrigues Filho, Diogo Rodrigo M. Moreira, Milena Botelho P. Soares, Alzir A. Batista|2017|Polyhedron|132|70|doi:10.1016/j.poly.2017.05.003
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.cc1mfhm5
title: CCDC 1502527: Experimental Crystal Structure Determination

description: Related Article: James R. Wright, James D. Crowley, Nigel T. Lucas|2016|Chem.Commun.|52|12976|doi:10.1039/C6CC07413H
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.cc1mfhn6
title: CCDC 1502528: Experimental Crystal Structure Determination

description: Related Article: James R. Wright, James D. Crowley, Nigel T. Lucas|2016|Chem.Commun.|52|12976|doi:10.1039/C6CC07413H
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.cc1mfhp7
title: CCDC 1502529: Experimental Crystal Structure Determination

description: Related Article: James R. Wright, James D. Crowley, Nigel T. Lucas|2016|Chem.Commun.|52|12976|doi:10.1039/C6CC07413H
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.cc1mfhq8
title: CCDC 1502530: Experimental Crystal Structure Determination

description: Related Article: D. Moon, J.-H. Choi|2016|Acta Crystallogr.,Sect.E:Cryst.Commun.|72|1417|doi:10.1107/S2056989016014134
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.cc1mfhr9
title: CCDC 1502531: Experimental Crystal Structure Determination

description: Related Article: Y.C.Liu, Y.Y.Li, H.L.Qi, H.S.Hu, K.J.Jang, R.X.Lei, J.N.Liu, X.D.Zheng|2019|Koord.Khim.|45|446|doi:10.1134/S1070328419060034
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.cc1mfj0l
title: CCDC 1502539: Experimental Crystal Structure Determination

description: Related Article: Melitavan der Ende, DongrenWang, WolfgangFrey, and Michael R. Buchmeiser|2017|ChemCatChem|9|1242|doi:10.1002/cctc.201601495
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.7kjw4f
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Atelopus lynchi"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054075-251009101135966/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.cc1mfj1m
title: CCDC 1502540: Experimental Crystal Structure Determination

description: Related Article: Melitavan der Ende, DongrenWang, WolfgangFrey, and Michael R. Buchmeiser|2017|ChemCatChem|9|1242|doi:10.1002/cctc.201601495
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.cc1mfj2n
title: CCDC 1502541: Experimental Crystal Structure Determination

description: Related Article: Melitavan der Ende, DongrenWang, WolfgangFrey, and Michael R. Buchmeiser|2017|ChemCatChem|9|1242|doi:10.1002/cctc.201601495
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.cc1mfj3p
title: CCDC 1502542: Experimental Crystal Structure Determination

description: Related Article: Melitavan der Ende, DongrenWang, WolfgangFrey, and Michael R. Buchmeiser|2017|ChemCatChem|9|1242|doi:10.1002/cctc.201601495
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.cc1ly6rh
title: CCDC 1487837: Experimental Crystal Structure Determination

description: Related Article: Merja J. Poropudas, J. Mikko Rautiainen, Raija Oilunkaniemi, Risto S. Laitinen|2016|Dalton Trans.|45|17206|doi:10.1039/C6DT02599D
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.cc1mfj4q
title: CCDC 1502543: Experimental Crystal Structure Determination

description: Related Article: Melitavan der Ende, DongrenWang, WolfgangFrey, and Michael R. Buchmeiser|2017|ChemCatChem|9|1242|doi:10.1002/cctc.201601495
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.cc1mfj5r
title: CCDC 1502544: Experimental Crystal Structure Determination

description: Related Article: Liya D. Funt, Olesya A. Tomashenko, Alexander F. Khlebnikov, Mikhail S. Novikov, Alexander Yu. Ivanov|2016|J.Org.Chem.|81|11210|doi:10.1021/acs.joc.6b02200
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.cc1mfj7t
title: CCDC 1502546: Experimental Crystal Structure Determination

description: Related Article: Konstantin S. Rodygin, Yuliya V. Gyrdymova, Vladimir V. Zarubaev|2017|Mendeleev Commun.|27|476|doi:10.1016/j.mencom.2017.09.015
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.cc1mfj9w
title: CCDC 1502548: Experimental Crystal Structure Determination

description: Related Article: Naredla Kesava-Reddy, Christopher Golz, Carsten Strohmann and Kamal Kumar|2016|Chem.-Eur.J.|22|18373|doi:10.1002/chem.201604793
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.cc1mfjbx
title: CCDC 1502549: Experimental Crystal Structure Determination

description: Related Article: Naredla Kesava-Reddy, Christopher Golz, Carsten Strohmann and Kamal Kumar|2016|Chem.-Eur.J.|22|18373|doi:10.1002/chem.201604793
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.cc1mfjk4
title: CCDC 1502556: Experimental Crystal Structure Determination

description: Related Article: Yang Liu, Jing Sun, Chao-Guo Yan|2017|J.Inclusion Phenom.Macrocyclic Chem.|87|157|doi:10.1007/s10847-016-0687-z
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.cc1mfjl5
title: CCDC 1502557: Experimental Crystal Structure Determination

description: Related Article: Yang Liu, Jing Sun, Chao-Guo Yan|2017|J.Inclusion Phenom.Macrocyclic Chem.|87|157|doi:10.1007/s10847-016-0687-z
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.cc1mfjm6
title: CCDC 1502558: Experimental Crystal Structure Determination

description: Related Article: Yang Liu, Jing Sun, Chao-Guo Yan|2017|J.Inclusion Phenom.Macrocyclic Chem.|87|157|doi:10.1007/s10847-016-0687-z
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.cc1mfjn7
title: CCDC 1502559: Experimental Crystal Structure Determination

description: Related Article: Jochen Ortmeyer, Ulrich Flörke, Gerald Henkel, René Wilhelm and Adam Neuba|2017|Eur.J.Inorg.Chem.|2017|3191|doi:10.1002/ejic.201700328
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.cc1mfjp8
title: CCDC 1502560: Experimental Crystal Structure Determination

description: Related Article: Jochen Ortmeyer, Ulrich Flörke, Gerald Henkel, René Wilhelm and Adam Neuba|2017|Eur.J.Inorg.Chem.|2017|3191|doi:10.1002/ejic.201700328
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.cc1ltk76
title: CCDC 1484318: Experimental Crystal Structure Determination

description: Related Article: Marija Zbacnik, Matea Vitkovic, Vedran Vulic, Ivana Nogalo, Dominik Cincic|2016|Cryst.Growth Des.|16|6381|doi:10.1021/acs.cgd.6b01037
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.cc1mfjrb
title: CCDC 1502562: Experimental Crystal Structure Determination

description: Related Article: Yukio Hitotsuyanagi, Yoshiyuki Sekiya, Haruhiko Fukaya, Hyun Sun Park, Shu Zhu, Katsuko Komatsu|2016|Tetrahedron Lett.|57|5746|doi:10.1016/j.tetlet.2016.10.096
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.cc1mdb0c
title: CCDC 1501392: Experimental Crystal Structure Determination

description: Related Article: Andreas Lerchen, Tobias Knecht, Constantin G. Daniliuc, Frank Glorius|2016|Angew.Chem.,Int.Ed.|55|15166|doi:10.1002/anie.201608729
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.