cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s73vjz6wss
title: Exploring Artificial Intelligence Utilization through TAM3 Model: The Influence on Behavioral Intention and Use Behavior

description: This dataset contains anonymized survey responses collected for an undergraduate thesis on Indonesian auditor readiness for AI-based audits. The data include item-level measures based on a Technology Acceptance Model (TAM3)-informed instrument, covering constructs such as technical competencies, ethics, and compliance, along with respondent demographics. Files provided include the anonymized dataset, a codebook/variable dictionary, and the survey questionnaire used for data collection. The dataset is intended to support transparency and reproducibility of the study’s findings and may be reused for related research on audit digitalization and AI adoption in assurance contexts.
DOI: 10.17632/s73vjz6wss.1
title: Exploring Artificial Intelligence Utilization through TAM3 Model: The Influence on Behavioral Intention and Use Behavior

description: This dataset contains anonymized survey responses collected for an undergraduate thesis on Indonesian auditor readiness for AI-based audits. The data include item-level measures based on a Technology Acceptance Model (TAM3)-informed instrument, covering constructs such as technical competencies, ethics, and compliance, along with respondent demographics. Files provided include the anonymized dataset, a codebook/variable dictionary, and the survey questionnaire used for data collection. The dataset is intended to support transparency and reproducibility of the study’s findings and may be reused for related research on audit digitalization and AI adoption in assurance contexts.
DOI: 10.17632/2b2y5rw75s
title: Self-esteem, suicidal tendencies and emotional intelligence in adolescents

description: Self-esteem, suicidal tendencies and emotional intelligence in adolescents
DOI: 10.17632/2b2y5rw75s.2
title: Self-esteem, suicidal tendencies and emotional intelligence in adolescents

description: Self-esteem, suicidal tendencies and emotional intelligence in adolescents
DOI: 10.17632/gf5x8skrv5
title: Internal Committee Functioning under the POSH Act

description: List of variables are listed below: (1) Identification No.; (2) Sector; (3) Year; (4) Mode of Complaint; (5) Whether complaint is filed by aggrieved or by third party on behalf of aggrieved?; (6) Gender of Complainant; (7) Status of Complainant’s employment; (8) Gender of Respondent; (9) Status of Respondent’s employment; (10) Location of Respondent; (11) No. of Complainants; (12) No. of Proved Allegations; (13) Whether SH is alleged to have occurred Directly / By Implication? (14) Whether the complaint contains Physical contact & advances; (15) Whether the complaint contains Sexually coloured remarks; (16) Whether the complaint contains Demand or request for sexual favours; (17) Whether the complaint contains Showing pornography; (18) Whether the complaint contains Other unwelcome sexual behaviour; (19) Whether the case falls under Category 1: Quid pro quo form of sexual harassment; (20) Whether the case falls under the Category 2: Hostile work environment of sexual harassment; (21) Whether elements of Retaliation / Victimization were observed in the case; (22) Whether there Influencing of Evidence / Witnesses; (23) Location of Incident and/or complaint; (24) Whether Complainant reports directly or indirectly to the Respondent; (25) Impact of the incident on Complainant; (26) Whether there has been a Breach of Confidentiality; (27) How has breach occurred or to whom is the breach attributed to; (28) Whether Complaint filed within 3 + 3 months from the date of incident as prescribed; (29) Whether notice was issued by the IC to Respondent in 7 working days as prescribed; (30) Whether reply was filed by Respondent within 10 working days as prescribed; (31) Whether inquiry report was made within 10 days from completion of inquiry as prescribed; (32) Whether inquiry was completed by IC in 90 days as prescribed; (33) Whether interim reliefs were given; (34) Whether Interim relief 1: Transfer of aggrieved woman was provided; (35) Whether Interim relief 2: Transfer of respondent was provided; (36) Whether Interim relief 3: Paid leave up to 3 months was provided; (37) Whether Interim relief 4: Others was provided; (38) Mode of Cross Examination; (39) Whether Ex-parte inquiry was conducted or was there termination of complaint; (40) Type of Closure of Complaint; (41) Type of Evidence; (42) Findings of IC; (43) Whether Written apology was provided as a disciplinary action; (44) Whether Warning, Reprimand or Censure was provided as a disciplinary action; (45) Whether Withholding of promotion was provided as a disciplinary action; (46) Whether Withholding of pay rise or increments was provided as a disciplinary action; (47) Whether Termination was provided as a disciplinary action; (48) Whether Counselling was provided as a disciplinary action; (49) Whether Community service was provided as a disciplinary action; (50) Whether Others was provided as a disciplinary action.
DOI: 10.17632/gf5x8skrv5.1
title: Internal Committee Functioning under the POSH Act

description: List of variables are listed below: (1) Identification No.; (2) Sector; (3) Year; (4) Mode of Complaint; (5) Whether complaint is filed by aggrieved or by third party on behalf of aggrieved?; (6) Gender of Complainant; (7) Status of Complainant’s employment; (8) Gender of Respondent; (9) Status of Respondent’s employment; (10) Location of Respondent; (11) No. of Complainants; (12) No. of Proved Allegations; (13) Whether SH is alleged to have occurred Directly / By Implication? (14) Whether the complaint contains Physical contact & advances; (15) Whether the complaint contains Sexually coloured remarks; (16) Whether the complaint contains Demand or request for sexual favours; (17) Whether the complaint contains Showing pornography; (18) Whether the complaint contains Other unwelcome sexual behaviour; (19) Whether the case falls under Category 1: Quid pro quo form of sexual harassment; (20) Whether the case falls under the Category 2: Hostile work environment of sexual harassment; (21) Whether elements of Retaliation / Victimization were observed in the case; (22) Whether there Influencing of Evidence / Witnesses; (23) Location of Incident and/or complaint; (24) Whether Complainant reports directly or indirectly to the Respondent; (25) Impact of the incident on Complainant; (26) Whether there has been a Breach of Confidentiality; (27) How has breach occurred or to whom is the breach attributed to; (28) Whether Complaint filed within 3 + 3 months from the date of incident as prescribed; (29) Whether notice was issued by the IC to Respondent in 7 working days as prescribed; (30) Whether reply was filed by Respondent within 10 working days as prescribed; (31) Whether inquiry report was made within 10 days from completion of inquiry as prescribed; (32) Whether inquiry was completed by IC in 90 days as prescribed; (33) Whether interim reliefs were given; (34) Whether Interim relief 1: Transfer of aggrieved woman was provided; (35) Whether Interim relief 2: Transfer of respondent was provided; (36) Whether Interim relief 3: Paid leave up to 3 months was provided; (37) Whether Interim relief 4: Others was provided; (38) Mode of Cross Examination; (39) Whether Ex-parte inquiry was conducted or was there termination of complaint; (40) Type of Closure of Complaint; (41) Type of Evidence; (42) Findings of IC; (43) Whether Written apology was provided as a disciplinary action; (44) Whether Warning, Reprimand or Censure was provided as a disciplinary action; (45) Whether Withholding of promotion was provided as a disciplinary action; (46) Whether Withholding of pay rise or increments was provided as a disciplinary action; (47) Whether Termination was provided as a disciplinary action; (48) Whether Counselling was provided as a disciplinary action; (49) Whether Community service was provided as a disciplinary action; (50) Whether Others was provided as a disciplinary action.
DOI: 10.17632/z3nx8n396g
title: BDRoad-Sense: A Benchmark Dataset for Road Surface Detection and Safety Enhancement

description: The BDRoad-Sense dataset was developed to support research on automated road surface monitoring and road safety assessment in real-world environments. It is a multi-class image dataset that represents common road surface conditions and infrastructure components that can directly affect driving safety and transportation planning. The dataset includes five annotated categories: Major Damage, Minor Damage, Normal Road, Manhole, and Speed Breaker, allowing both damaged and functional road surface elements to be identified within a unified framework.
Road surface images were collected through field visits across various rural and urban locations in the Sylhet District of Bangladesh between November 2025 and February 2026. The images were captured using four different smartphone cameras under natural lighting and weather conditions without any artificial setup. This approach was followed to reflect real-world road inspection scenarios and to capture variations in illumination, pavement texture, camera resolution, and viewing angles typically encountered in mobile-based data acquisition systems.
In total, 6,350 road images were initially collected and manually screened to ensure visual clarity and class relevance. Only images in which the primary road surface feature was clearly visible were retained for further processing. Each image was then annotated according to predefined class definitions to maintain labeling consistency throughout the dataset. To address class imbalance and improve variability within individual categories, controlled data augmentation techniques such as brightness adjustment, contrast variation, and blur simulation were applied. As a result, the dataset was expanded to 12,687 images while preserving the structural characteristics of each class.
All images were resized to a uniform resolution of 1024 × 1024 pixels and stored in .JPG format to ensure compatibility with standard computer vision and deep learning frameworks. The dataset is organized in a structured format suitable for supervised multi-class classification tasks and can be used to benchmark both convolutional and transformer-based models. By incorporating diverse road conditions from rural and urban transportation environments, BDRoad-Sense provides a practical resource for developing and evaluating automated road monitoring systems aimed at improving infrastructure maintenance and transportation safety.
DOI: 10.17632/z3nx8n396g.1
title: BDRoad-Sense: A Benchmark Dataset for Road Surface Detection and Safety Enhancement

description: The BDRoad-Sense dataset was developed to support research on automated road surface monitoring and road safety assessment in real-world environments. It is a multi-class image dataset that represents common road surface conditions and infrastructure components that can directly affect driving safety and transportation planning. The dataset includes five annotated categories: Major Damage, Minor Damage, Normal Road, Manhole, and Speed Breaker, allowing both damaged and functional road surface elements to be identified within a unified framework.
Road surface images were collected through field visits across various rural and urban locations in the Sylhet District of Bangladesh between November 2025 and February 2026. The images were captured using four different smartphone cameras under natural lighting and weather conditions without any artificial setup. This approach was followed to reflect real-world road inspection scenarios and to capture variations in illumination, pavement texture, camera resolution, and viewing angles typically encountered in mobile-based data acquisition systems.
In total, 6,350 road images were initially collected and manually screened to ensure visual clarity and class relevance. Only images in which the primary road surface feature was clearly visible were retained for further processing. Each image was then annotated according to predefined class definitions to maintain labeling consistency throughout the dataset. To address class imbalance and improve variability within individual categories, controlled data augmentation techniques such as brightness adjustment, contrast variation, and blur simulation were applied. As a result, the dataset was expanded to 12,687 images while preserving the structural characteristics of each class.
All images were resized to a uniform resolution of 1024 × 1024 pixels and stored in .JPG format to ensure compatibility with standard computer vision and deep learning frameworks. The dataset is organized in a structured format suitable for supervised multi-class classification tasks and can be used to benchmark both convolutional and transformer-based models. By incorporating diverse road conditions from rural and urban transportation environments, BDRoad-Sense provides a practical resource for developing and evaluating automated road monitoring systems aimed at improving infrastructure maintenance and transportation safety.
DOI: 10.17632/sc4n5drbdj
title: Research Data Supporting a Zero-Release Silver(I) Coordination Polymer with Contact-Killing Activity
DOI: 10.17632/sc4n5drbdj.1
title: Research Data Supporting a Zero-Release Silver(I) Coordination Polymer with Contact-Killing Activity
DOI: 10.5281/zenodo.18710588
title: Face-shaped Human-Face Jade Form 15  (EANJ_FACE_15): Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a multi-view visual record of an East Asian prehistoric jade object featuring a human-face motif (EANJ_FACE_15). The object represents a single specimen within a systematic digital archiving project comprising multiple human-face–shaped artifacts and forms part of a continuously expanding data collection.

The purpose of this record is to provide independently verifiable baseline visual data through standardized image acquisition and organization, serving as an objective reference foundation for subsequent academic work.

Provided that researchers operate within clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological studies, teaching examples, and non-invasive re-analysis based on image-derived evidence.

Access Note:This record constitutes a low-resolution public preview (Public Preview). The high-resolution original image dataset (Record B), including RAW/TIFF files, has been published separately under restricted access. Qualified researchers may apply for access via the following DOI:https://doi.org/10.5281/zenodo.18710238

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to a principle of non-interpretive description, intended to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural identification, chronological assessment, or historical contextualization.

This record does not address, evaluate, or speculate on the object’s provenance, function, scholarly significance, or commercial value, nor does it represent any form of interpretive or conclusory statement.
DOI: 10.5281/zenodo.18710587
title: Face-shaped Human-Face Jade Form 15  (EANJ_FACE_15): Digital Visual Documentation (Low-Resolution Public Preview)

description: I. Scope and Purpose

This dataset documents a multi-view visual record of an East Asian prehistoric jade object featuring a human-face motif (EANJ_FACE_15). The object represents a single specimen within a systematic digital archiving project comprising multiple human-face–shaped artifacts and forms part of a continuously expanding data collection.

The purpose of this record is to provide independently verifiable baseline visual data through standardized image acquisition and organization, serving as an objective reference foundation for subsequent academic work.

Provided that researchers operate within clearly defined research questions and methodological frameworks, this dataset may be used to support cross-comparative morphological studies, teaching examples, and non-invasive re-analysis based on image-derived evidence.

Access Note:This record constitutes a low-resolution public preview (Public Preview). The high-resolution original image dataset (Record B), including RAW/TIFF files, has been published separately under restricted access. Qualified researchers may apply for access via the following DOI:https://doi.org/10.5281/zenodo.18710238

 

II. Academic Neutrality and Non-Interpretive Disclaimer

This dataset adheres to a principle of non-interpretive description, intended to ensure scientific neutrality and methodological transparency throughout the documentation process.

All textual descriptions and image annotations are strictly limited to directly observable phenomena and do not constitute, imply, or suggest any archaeological attribution, cultural identification, chronological assessment, or historical contextualization.

This record does not address, evaluate, or speculate on the object’s provenance, function, scholarly significance, or commercial value, nor does it represent any form of interpretive or conclusory statement.
DOI: 10.17632/ytwdv5vrn2
title: Eosinophils are Rare or Absent in SCLE Supplemental Table #1

description: Mendeley supplemental table 1 for Eosinophils are Rare or Absent in Subacute Cutaneous Lupus Erythematosus: A Systematic Review
DOI: 10.17632/ytwdv5vrn2.1
title: Eosinophils are Rare or Absent in SCLE Supplemental Table #1

description: Mendeley supplemental table 1 for Eosinophils are Rare or Absent in Subacute Cutaneous Lupus Erythematosus: A Systematic Review
DOI: 10.5281/zenodo.17143840
title: Background-free measurement of exciton–exciton annihilation by two-quantum fluorescence-detected pump–probe spectroscopy

description: This dataset contains the data of the paper "Background-free measurement of exciton–exciton annihilation by two-quantum fluorescence-detected pump–probe spectroscopy" by Ajay Jayachandran et al.
description: We introduce two-quantum (2Q) fluorescence-detected pump–probe (F-PP) spectroscopy as a tool to probe ultrafast multiparticle interactions in many-body systems. We describe a pulse-shaper-based fully collinear setup utilizing phase cycling to capture the 2Q F-PP signal simultaneously with the one-quantum (1Q) F-PP signal. Thus, we investigate the dynamics of energy transfer and diffusion-limited annihilation. We apply a data post-processing strategy to isolate excited-state dynamics from spurious background. The technique is applied to a squaraine heterodimer and a squaraine copolymer to demonstrate the removal of so-called incoherent mixing that generally plagues action-detected nonlinear spectroscopy on multichromophoric systems. Specifically, we show that this approach is not only applicable to 1Q but also to 2Q F-PP signals, eliminating incoherent mixing contributions as well as other “parasitic” signals that result from pulse-overlap ambiguities. As a result, we retrieve background-free spectral and dynamical information of doubly excited electronic states.
description: Softfware used:

MATLAB R2024b, Origin Pro 2015G
DOI: 10.5281/zenodo.17143841
title: Background-free measurement of exciton–exciton annihilation by two-quantum fluorescence-detected pump–probe spectroscopy

description: This dataset contains the data of the paper "Background-free measurement of exciton–exciton annihilation by two-quantum fluorescence-detected pump–probe spectroscopy" by Ajay Jayachandran et al.
description: We introduce two-quantum (2Q) fluorescence-detected pump–probe (F-PP) spectroscopy as a tool to probe ultrafast multiparticle interactions in many-body systems. We describe a pulse-shaper-based fully collinear setup utilizing phase cycling to capture the 2Q F-PP signal simultaneously with the one-quantum (1Q) F-PP signal. Thus, we investigate the dynamics of energy transfer and diffusion-limited annihilation. We apply a data post-processing strategy to isolate excited-state dynamics from spurious background. The technique is applied to a squaraine heterodimer and a squaraine copolymer to demonstrate the removal of so-called incoherent mixing that generally plagues action-detected nonlinear spectroscopy on multichromophoric systems. Specifically, we show that this approach is not only applicable to 1Q but also to 2Q F-PP signals, eliminating incoherent mixing contributions as well as other “parasitic” signals that result from pulse-overlap ambiguities. As a result, we retrieve background-free spectral and dynamical information of doubly excited electronic states.
description: Softfware used:

MATLAB R2024b, Origin Pro 2015G
DOI: 10.14457/tu.the.2025.199
title: การศึกษาความคุ้มค่าในการติดตั้งระบบเซลล์เชื้อเพลิงผลิตไฟฟ้าให้กับสถานีเพิ่มความดันชายฝั่งบริษัท ปตท. จำกัด (มหาชน)

description: การศึกษานี้มีวัตถุประสงค์เพื่อประเมินความคุ้มค่าทางเศรษฐศาสตร์ของการติดตั้งระบบเซลล์เชื้อเพลิงผลิตไฟฟ้า ทดแทนการซื้อพลังงานไฟฟ้าจากภายนอกสำหรับสถานีเพิ่มความดันชายฝั่งของบริษัท ปตท. จำกัด (มหาชน) ซึ่งเป็นโครงสร้างพื้นฐานที่มีความสำคัญต่อความมั่นคงทางพลังงานของประเทศ สำหรับการศึกษานี้เลือกใช้ระบบเซลล์เชื้อเพลิงชนิดออกไซด์แข็ง (Solid Oxide Fuel Cell: SOFC) เนื่องจากมีประสิทธิภาพในการผลิตไฟฟ้าสูง สามารถใช้ก๊าซธรรมชาติเป็นเชื้อเพลิง และเหมาะสมกับการผลิตไฟฟ้าในระดับอุตสาหกรรมระเบียบวิธีวิจัยใช้การวิเคราะห์ความคุ้มค่าโครงการตามแนวทางเศรษฐศาสตร์ โดยพิจารณาต้นทุนและผลประโยชน์ตลอดอายุโครงการ ประกอบด้วยต้นทุนการลงทุนเริ่มต้น ต้นทุนการดำเนินงานและบำรุงรักษา ตลอดจนผลประโยชน์ทางตรงและผลประโยชน์ทางอ้ม สำหรับการประเมินความคุ้มค่าใช้ตัวชี้วัด ได้แก่ มูลค่าปัจจุบันของผลตอบแทนสุทธิ (Net Present Value หรือ NPV) อัตราผลตอบแทนภายในโครงการ (Internal Rate of Return หรือ IRR) ระยะเวลาคืนทุน (Payback Period) และอัตราส่วนผลประโยชน์ต่อต้นทุน (Benefit–Cost Ratio หรือ B/C Ratio) นอกจากนี้ยังมีการวิเคราะห์ความอ่อนไหวและการวิเคราะห์จุดคุ้มทุน เพื่อประเมินความเสี่ยงของโครงการภายใต้การเปลี่ยนแปลงของปัจจัย เช่น ราคาก๊าซธรรมชาติ ราคาค่าไฟฟ้า ต้นทุนเทคโนโลยี และประสิทธิภาพของระบบเซลล์เชื้อเพลิงผลการศึกษาพบว่า ภายใต้กรณีฐาน ผลการวิเคราะห์ภายใต้กรณีฐาน พบว่าโครงการยังไม่สามารถสร้างความคุ้มค่าทางเศรษฐศาสตร์ได้ สะท้อนให้เห็นว่าโครงสร้างต้นทุนของระบบเซลล์เชื้อเพลิงผลิตไฟฟ้า โดยเฉพาะต้นทุนการลงทุนเริ่มต้นและต้นทุนเชื้อเพลิง ยังคงเป็นข้อจำกัดสำคัญต่อความคุ้มค่าทางเศรษฐศาสตร์เมื่อเปรียบเทียบกับการซื้อไฟฟ้าจากระบบโครงข่ายในบริบทของประเทศไทย ผลการวิเคราะห์ความอ่อนไหวชี้ให้เห็นว่าโครงการมีความอ่อนไหวสูงต่อการเปลี่ยนแปลงของราคาก๊าซธรรมชาติและราคาค่าไฟฟ้า โดยในกรณีที่ราคาก๊าซธรรมชาติลดลง หรือราคาค่าไฟฟ้ามีแนวโน้มปรับตัวเพิ่มขึ้นในระยะยาว โครงการสามารถเปลี่ยนสถานะจากไม่คุ้มค่าเป็นคุ้มค่าได้ นอกจากนี้ การกำหนดอายุโครงการและโครงสร้างต้นทุนที่เหมาะสมยังมีบทบาทสำคัญต่อการเข้าสู่จุดคุ้มทุนของโครงการการศึกษานี้ให้ข้อค้นพบที่สามารถใช้เป็นข้อมูลประอบการตัดสินใจเชิงกลยุทธ์สำหรับการลงทุนในเทคโนโลยีเซลล์เชื้อเพลิงในภาคโครงสร้างพื้นฐานด้านพลังงาน และสามารถใช้เป็นแนวทางในการขยายผลการประยุกต์ใช้พลังงานสะอาดในองค์กรขนาดใหญ่ เพื่อสนับสนุนความมั่นคงทางพลังงานควบคู่กับการพัฒนาที่ยั่งยืนของประเทศ