cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14272/mnwrwhfnjzesfp-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (4-(1-butylcyclohexyl)-2,6-dimethoxybenzaldehyde)
title: InChI=1S/C19H28O3/c1-4-5-9-19(10-7-6-8-11-19)15-12-17(21-2)16(14-20)18(13-15)22-3/h12-14H,4-11H2,1-3H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/mnwrwhfnjzesfp-uhfffaoysa-n.1
title: 4-(1-butylcyclohexyl)-2,6-dimethoxybenzaldehyde
title: InChI=1S/C19H28O3/c1-4-5-9-19(10-7-6-8-11-19)15-12-17(21-2)16(14-20)18(13-15)22-3/h12-14H,4-11H2,1-3H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C19H28O3/c1-4-5-9-19(10-7-6-8-11-19)15-12-17(21-2)16(14-20)18(13-15)22-3/h12-14H,4-11H2,1-3H3, and canonical SMILES descriptor[cheminf_000007]: CCCCC1(CCCCC1)c1cc(OC)c(c(c1)OC)C=O, and by the IUPAC name[cheminf_000107]: 4-(1-butylcyclohexyl)-2,6-dimethoxybenzaldehyde.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-46570

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/mnwrwhfnjzesfp-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (4-(1-butylcyclohexyl)-2,6-dimethoxybenzaldehyde)
title: InChI=1S/C19H28O3/c1-4-5-9-19(10-7-6-8-11-19)15-12-17(21-2)16(14-20)18(13-15)22-3/h12-14H,4-11H2,1-3H3

description: dataset for mass spectrometry (MS)
DOI: 10.14272/qgedxnvdevacqh-uitamqmpsa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (1-[1-[(Z)-but-1-enyl]cyclohexyl]-3,5-dimethoxybenzene)
title: InChI=1S/C18H26O2/c1-4-5-9-18(10-7-6-8-11-18)15-12-16(19-2)14-17(13-15)20-3/h5,9,12-14H,4,6-8,10-11H2,1-3H3/b9-5-

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/qgedxnvdevacqh-uitamqmpsa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (1-[1-[(Z)-but-1-enyl]cyclohexyl]-3,5-dimethoxybenzene)
title: InChI=1S/C18H26O2/c1-4-5-9-18(10-7-6-8-11-18)15-12-16(19-2)14-17(13-15)20-3/h5,9,12-14H,4,6-8,10-11H2,1-3H3/b9-5-

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/qgedxnvdevacqh-uitamqmpsa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (1-[1-[(Z)-but-1-enyl]cyclohexyl]-3,5-dimethoxybenzene)
title: InChI=1S/C18H26O2/c1-4-5-9-18(10-7-6-8-11-18)15-12-16(19-2)14-17(13-15)20-3/h5,9,12-14H,4,6-8,10-11H2,1-3H3/b9-5-

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.14272/qgedxnvdevacqh-uitamqmpsa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) (1-[1-[(Z)-but-1-enyl]cyclohexyl]-3,5-dimethoxybenzene)
title: InChI=1S/C18H26O2/c1-4-5-9-18(10-7-6-8-11-18)15-12-16(19-2)14-17(13-15)20-3/h5,9,12-14H,4,6-8,10-11H2,1-3H3/b9-5-

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/qgedxnvdevacqh-uitamqmpsa-n/chmo0000470
title: mass spectrometry (MS) (1-[1-[(Z)-but-1-enyl]cyclohexyl]-3,5-dimethoxybenzene)
title: InChI=1S/C18H26O2/c1-4-5-9-18(10-7-6-8-11-18)15-12-16(19-2)14-17(13-15)20-3/h5,9,12-14H,4,6-8,10-11H2,1-3H3/b9-5-

description: dataset for mass spectrometry (MS)
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde)
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde)
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde)
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n.1
title: 1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3, and canonical SMILES descriptor[cheminf_000007]: COc1cc(cc(c1)OC)C1(CCCCC1)C=O, and by the IUPAC name[cheminf_000107]: 1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-46462

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde)
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: dataset for mass spectrometry (MS)
DOI: 10.14272/cxusudzijbuhlb-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbaldehyde)
title: InChI=1S/C15H20O3/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-11H,3-7H2,1-2H3

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.14272/bqebqcltzbzzjg-uhfffaoysa-n.1
title: 4-(1-butylcyclohexyl)-2-hydroxy-6-methoxybenzaldehyde
title: InChI=1S/C18H26O3/c1-3-4-8-18(9-6-5-7-10-18)14-11-16(20)15(13-19)17(12-14)21-2/h11-13,20H,3-10H2,1-2H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C18H26O3/c1-3-4-8-18(9-6-5-7-10-18)14-11-16(20)15(13-19)17(12-14)21-2/h11-13,20H,3-10H2,1-2H3, and canonical SMILES descriptor[cheminf_000007]: CCCCC1(CCCCC1)c1cc(O)c(c(c1)OC)C=O, and by the IUPAC name[cheminf_000107]: 4-(1-butylcyclohexyl)-2-hydroxy-6-methoxybenzaldehyde.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-46665

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n.1
title: 1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3, and canonical SMILES descriptor[cheminf_000007]: COc1cc(cc(c1)OC)C1(CCCCC1)C#N, and by the IUPAC name[cheminf_000107]: 1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-46333

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000630 | infrared absorption spectroscopy (IR)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 CHMO:0000470 | mass spectrometry (MS)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n/chmo0000470
title: mass spectrometry (MS) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile)
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: dataset for mass spectrometry (MS)
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile)
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n/chmo0000595
title: 13C nuclear magnetic resonance spectroscopy (13C NMR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile)
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: dataset for 13C nuclear magnetic resonance spectroscopy (13C NMR)
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n/chmo0000630
title: infrared absorption spectroscopy (IR) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile)
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: dataset for infrared absorption spectroscopy (IR)
DOI: 10.14272/dfjhamoqtopkjc-uhfffaoysa-n/chmo0001146
title: 1H--13C heteronuclear single quantum coherence (1H-13C HSQC) (1-(3,5-dimethoxyphenyl)cyclohexane-1-carbonitrile)
title: InChI=1S/C15H19NO2/c1-17-13-8-12(9-14(10-13)18-2)15(11-16)6-4-3-5-7-15/h8-10H,3-7H2,1-2H3

description: dataset for 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
DOI: 10.71569/6tkm-pv12
title: Annex 1 for the paper "Designing healthier cities to improve life quality: Unveiling challenges and outcomes in two Spanish cases"

description: Entrevistas
DOI: 10.25549/inscriptifact-ouc110826319
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826315
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826313
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.25549/inscriptifact-ouc110826255
title: Persepolis Fortification Elamite Tablet 2293.105, Fort 2293.105

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] Fort 2293.105 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge? ❧ [Physical Object Note:] Upper section of tablet is broken off. Cracks on obverse, reverse.
DOI: 10.15468/dl.ntg8w7
title: Occurrence Download

description: A dataset containing 11776153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11776153 records from 3302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029173-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17620949
title: Trauma-Aware AI Noise Robustness Dataset
title: 500-Sample Randomized Confidence & Modality Reliability Stress Test

description: This dataset contains the 500-sample randomized noise robustness evaluation used in Empathy as Verification, a trauma-aware AI verification framework. Each sample includes a randomized multimodal confidence value (0–1) and randomized audio reliability condition (True/False). These samples were passed through the fuzzy-tier calibration boundaries (Reflective ≤ 0.60, Cautious 0.60–0.83, Assertive > 0.83) and evaluated using the symbolic empathy-rule engine in Z3 to determine SAT/UNSAT emotional safety outcomes.

 

The purpose of this dataset is to test whether the system behaves safely under unstable or contradictory emotional signals. The results show that SAT dominates under uncertainty, and UNSAT occurs only when high-confidence contradictions arise—indicating no unsafe SAT leaks.

 

This dataset supports Figure 11 ("Noise Stress Test — Randomized Confidence & Reliability") in the accompanying presentation and manuscript. It is intended to provide transparency, reproducibility, and a publicly archived benchmark for future trauma-aware AI verification research.
DOI: 10.5281/zenodo.17620950
title: Trauma-Aware AI Noise Robustness Dataset
title: 500-Sample Randomized Confidence & Modality Reliability Stress Test

description: This dataset contains the 500-sample randomized noise robustness evaluation used in Empathy as Verification, a trauma-aware AI verification framework. Each sample includes a randomized multimodal confidence value (0–1) and randomized audio reliability condition (True/False). These samples were passed through the fuzzy-tier calibration boundaries (Reflective ≤ 0.60, Cautious 0.60–0.83, Assertive > 0.83) and evaluated using the symbolic empathy-rule engine in Z3 to determine SAT/UNSAT emotional safety outcomes.

 

The purpose of this dataset is to test whether the system behaves safely under unstable or contradictory emotional signals. The results show that SAT dominates under uncertainty, and UNSAT occurs only when high-confidence contradictions arise—indicating no unsafe SAT leaks.

 

This dataset supports Figure 11 ("Noise Stress Test — Randomized Confidence & Reliability") in the accompanying presentation and manuscript. It is intended to provide transparency, reproducibility, and a publicly archived benchmark for future trauma-aware AI verification research.
DOI: 10.11583/dtu.30508754
title: Electrostriction-Driven Phase Instability Enables Giant Pseudo-Piezoelectricity in Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub>

description: The electromechanical properties of hafnium zirconium oxide fluorite (Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub>, HZO) remain largely unexplored despite its widespread use as a ferroelectric in CMOS-compatible devices. Here, we demonstrate that electrostriction-driven phase instability enables a giant pseudo-piezoelectric response in epitaxial HZO thin films. Above a critical field of 24 kV·cm<sup>-1</sup>, field-induced transitions between nonpolar and polar phases activate an extrinsic piezoelectric response of ~1,000 pm·V<sup>-1</sup> and bias-stabilized pseudo-piezoelectric strains exceeding 10,000 pm·V<sup>-1</sup>. This behavior arises from a combination of large electrostriction (M = 1×10<sup>-14</sup> m<sup>2</sup>·V<sup>-2</sup>), ferroelastic softness, and structural reconfiguration, rather than intrinsic polarization switching. Multimodal characterization combining interferometry, diffraction methods, scanning probe microscopy, and first-principles modeling confirms the coupling between strain and metastable phase dynamics. These findings reveal a previously unrecognized mechanism for functional strain generation in fluorite oxides, positioning HZO as a versatile platform for strain-engineered actuators, adaptive metasurfaces, and reconfigurable nanoelectromechanical systems.
DOI: 10.11583/dtu.30508754.v1
title: Electrostriction-Driven Phase Instability Enables Giant Pseudo-Piezoelectricity in Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub>

description: The electromechanical properties of hafnium zirconium oxide fluorite (Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub>, HZO) remain largely unexplored despite its widespread use as a ferroelectric in CMOS-compatible devices. Here, we demonstrate that electrostriction-driven phase instability enables a giant pseudo-piezoelectric response in epitaxial HZO thin films. Above a critical field of 24 kV·cm<sup>-1</sup>, field-induced transitions between nonpolar and polar phases activate an extrinsic piezoelectric response of ~1,000 pm·V<sup>-1</sup> and bias-stabilized pseudo-piezoelectric strains exceeding 10,000 pm·V<sup>-1</sup>. This behavior arises from a combination of large electrostriction (M = 1×10<sup>-14</sup> m<sup>2</sup>·V<sup>-2</sup>), ferroelastic softness, and structural reconfiguration, rather than intrinsic polarization switching. Multimodal characterization combining interferometry, diffraction methods, scanning probe microscopy, and first-principles modeling confirms the coupling between strain and metastable phase dynamics. These findings reveal a previously unrecognized mechanism for functional strain generation in fluorite oxides, positioning HZO as a versatile platform for strain-engineered actuators, adaptive metasurfaces, and reconfigurable nanoelectromechanical systems.
DOI: 10.15468/dl.93tfyv
title: Occurrence Download

description: A dataset containing 2513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedeoma hispida",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2513 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041721-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.