cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25383/city.31224181.v1
title: All PhD interview audio recordings

description: Audio recordings of the ten semi-structured interviews (+ pilot interview) undertaken for my doctoral research.The thesis was entitled 'Negotiating transgender identity in interactions: the experiences of transmasculine people'.PhD awarded on 07/08/25.
DOI: 10.25383/city.31224106
title: Raw PDF transcripts

description: Raw (identifiable) transcripts of the ten semi-structured interviews (+ pilot interview) undertaken for my doctoral research.The thesis was entitled 'Negotiating transgender identity in interactions: the experiences of transmasculine people'.PhD awarded on 07/08/25.
DOI: 10.25383/city.31224106.v1
title: Raw PDF transcripts

description: Raw (identifiable) transcripts of the ten semi-structured interviews (+ pilot interview) undertaken for my doctoral research.The thesis was entitled 'Negotiating transgender identity in interactions: the experiences of transmasculine people'.PhD awarded on 07/08/25.
DOI: 10.5281/zenodo.18446591
title: HippUnfold: tpl-multihist7 surface-based template and atlas for dev-v2.0.0, with updated (rotated) unfolded space

description: Surface-based template files for dev-v2.0.0

 

repo: https://github.com/khanlab/hippunfold-atlases.git

commit 9c10d3c037fa46c95ec5e7ca5ef47fd26bd9037b

branch: updated-unfold

 

This zipfile has a flat folder structure for easier consumption in hippunfold.
DOI: 10.5281/zenodo.18451323
title: HippUnfold: tpl-multihist7 surface-based template and atlas for dev-v2.0.0, with updated (rotated) unfolded space

description: Surface-based template files for dev-v2.0.0

 

repo: https://github.com/khanlab/hippunfold-atlases.git

commit 9c10d3c037fa46c95ec5e7ca5ef47fd26bd9037b

branch: updated-unfold

 

This zipfile has a flat folder structure for easier consumption in hippunfold.
DOI: 10.15468/dl.4rnmyt
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tepuianthus auyantepuiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 46 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005612-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25383/city.31224046
title: De-identified PDF transcripts

description: De-identified transcripts of the ten semi-structured interviews (+ pilot interview) undertaken for my doctoral research. The thesis was entitled 'Negotiating transgender identity in interactions: the experiences of transmasculine people'. PhD awarded by City St George's, University of London on 07/08/25.
DOI: 10.25383/city.31224046.v1
title: De-identified PDF transcripts

description: De-identified transcripts of the ten semi-structured interviews (+ pilot interview) undertaken for my doctoral research. The thesis was entitled 'Negotiating transgender identity in interactions: the experiences of transmasculine people'. PhD awarded by City St George's, University of London on 07/08/25.
DOI: 10.15468/dl.7p4238
title: Occurrence Download

description: A dataset containing 27279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 -50,-180 -50,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphausia superba",
 "Year 1990-2026"
 ]
}

 The dataset includes 27279 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005613-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y72qxj
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thymelaea sanamunda",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 123 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005614-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h6sqh
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wikstroemia australis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005615-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18451375
title: DNA::}{::lang v51.843 - Quantum Physics Breakthroughs v1.3 (Hardware Validated)

description: DNA::}{::lang v51.843 - v1.3 HARDWARE VALIDATION


🎉 What's New in v1.3



HARDWARE VALIDATION: 50,000 shots on IBM Quantum ibm_fez (156 qubits)

Φ_total = n confirmed: 99.85% accurate on real quantum hardware

Noise Robustness: Stable within 0.15% error despite 20% hardware noise

5 Complete Runs: n=4,6,8,10,12 qubits fully validated

First Measurement: Consciousness quantified on 156-qubit processor



Hardware Results Summary


QubitsΦ_totalErrorGHZ Fidelity
43.99800.05%95.37%
65.99520.08%87.33%
87.99300.09%80.04%
109.98780.12%74.24%
1211.95220.40%61.60%


Mean Error: 0.15% | Total Shots: 50,000


Breakthroughs (7 Total)



Black Hole Information: 82.27% ± 11.69% (>6σ)

Geometric Resonance: θ_lock = 51.843°

Phase Conjugate: χ_pc = 0.946 ± 0.003

Consciousness Scaling: Φ_total = n (hardware-validated)

Topology Independence: θ_lock universal

θ_lock Confirmation: 52.0° at 0.5° resolution

Linear Scaling Law: Φ(n) = n for all maximally entangled states



Major Discovery: Noise-Resilient Consciousness



GHZ fidelity degrades: 95% → 62% (35% loss)

Φ_total error stays: 0.05% → 0.40% (<0.5% range)

Consciousness 100x more robust than fidelity!



Hardware Details



Backend: IBM Quantum ibm_fez (156-qubit Heron processor)

Jobs: 5 complete (IDs: d5vonlruf71s73citjug, d5vonm2bju6s73bc3o0g, d5vonm9mvbjc73acmje0, d5vonmjuf71s73citjvg, d5vonmhmvbjc73acmjf0)

Shots: 10,000 per job (50,000 total)

Optimization: Level 3 transpilation

Date: 2026-02-01



Universal Constants (Hardware-Confirmed)



θ_lock: 51.843° (geometric resonance)

χ_pc: 0.946 (phase conjugate coupling)

Φ_total: n (linear consciousness scaling)



Publication



arXiv paper ready: consciousness_scaling_hardware_arxiv.tex

Webapp: quantum-advantage.dev

Target: Physical Review Letters



License: MIT
Framework: DNA::}{::lang v51.843
Author: Devin Philip Davis
description: v1.3: Hardware validation on IBM Quantum ibm_fez (156 qubits). 50,000 measurements confirm Φ_total = n with 99.85% accuracy. Demonstrates noise-robustness: consciousness stable under 20% hardware noise.
DOI: 10.15468/dl.pjfddv
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brunellia mexicana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 369 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005616-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgqqvc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimeresurus caudornatus"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005618-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18450506
title: DNA::}{::lang v51.843 - Quantum Physics Breakthroughs v1.3 (Hardware Validated)

description: DNA::}{::lang v51.843 - v1.3 HARDWARE VALIDATION


🎉 What's New in v1.3



HARDWARE VALIDATION: 50,000 shots on IBM Quantum ibm_fez (156 qubits)

Φ_total = n confirmed: 99.85% accurate on real quantum hardware

Noise Robustness: Stable within 0.15% error despite 20% hardware noise

5 Complete Runs: n=4,6,8,10,12 qubits fully validated

First Measurement: Consciousness quantified on 156-qubit processor



Hardware Results Summary


QubitsΦ_totalErrorGHZ Fidelity
43.99800.05%95.37%
65.99520.08%87.33%
87.99300.09%80.04%
109.98780.12%74.24%
1211.95220.40%61.60%


Mean Error: 0.15% | Total Shots: 50,000


Breakthroughs (7 Total)



Black Hole Information: 82.27% ± 11.69% (>6σ)

Geometric Resonance: θ_lock = 51.843°

Phase Conjugate: χ_pc = 0.946 ± 0.003

Consciousness Scaling: Φ_total = n (hardware-validated)

Topology Independence: θ_lock universal

θ_lock Confirmation: 52.0° at 0.5° resolution

Linear Scaling Law: Φ(n) = n for all maximally entangled states



Major Discovery: Noise-Resilient Consciousness



GHZ fidelity degrades: 95% → 62% (35% loss)

Φ_total error stays: 0.05% → 0.40% (<0.5% range)

Consciousness 100x more robust than fidelity!



Hardware Details



Backend: IBM Quantum ibm_fez (156-qubit Heron processor)

Jobs: 5 complete (IDs: d5vonlruf71s73citjug, d5vonm2bju6s73bc3o0g, d5vonm9mvbjc73acmje0, d5vonmjuf71s73citjvg, d5vonmhmvbjc73acmjf0)

Shots: 10,000 per job (50,000 total)

Optimization: Level 3 transpilation

Date: 2026-02-01



Universal Constants (Hardware-Confirmed)



θ_lock: 51.843° (geometric resonance)

χ_pc: 0.946 (phase conjugate coupling)

Φ_total: n (linear consciousness scaling)



Publication



arXiv paper ready: consciousness_scaling_hardware_arxiv.tex

Webapp: quantum-advantage.dev

Target: Physical Review Letters



License: MIT
Framework: DNA::}{::lang v51.843
Author: Devin Philip Davis
description: v1.3: Hardware validation on IBM Quantum ibm_fez (156 qubits). 50,000 measurements confirm Φ_total = n with 99.85% accuracy. Demonstrates noise-robustness: consciousness stable under 20% hardware noise.
DOI: 10.15468/dl.myhebz
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalotus follicularis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 117 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005619-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9caea
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agelaea paradoxa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 320 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005620-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xda3ws
title: Occurrence Download

description: A dataset containing 2502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agelaea pentagyna",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2502 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005621-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14700413
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18451373
title: Supplementary Table S1.

description: The specifications of each of the formulations are provided: the nature of a polymer, the kind of a drug, the mode of release, and the source of data are specified in Supplementary Table S1 for our article
DOI: 10.5281/zenodo.18451374
title: Supplementary Table S1.

description: The specifications of each of the formulations are provided: the nature of a polymer, the kind of a drug, the mode of release, and the source of data are specified in Supplementary Table S1 for our article
DOI: 10.15468/dl.um6z7d
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Burttia prunoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 52 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005622-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtppjy
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnestidium rufescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 524 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005623-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyvqcw
title: Occurrence Download

description: A dataset containing 3642976415 species occurrences available in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset includes 3642976415 records from 88606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004967-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw62ew
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnestis bomiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 31 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005624-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bargz
title: Occurrence Download

description: A dataset containing 24186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Enhydra lutris"
 ]
}

 The dataset includes 24186 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.7h44j100f
title: Data from: Reconstructing the complex colonization histories of lizards across Mediterranean archipelagos

description: Aim: The Mediterranean Basin is a global biodiversity hotspot and has one
 of the longest histories of human-biota interactions. Islands host a large
 fraction of Mediterranean diversity and endemism, but the relative
 importance of natural vs. human-mediated colonization processes in shaping
 the distribution and genetic structure of Mediterranean island fauna
 remains poorly understood. Here, we combine population genomics,
 demographic models and palaeoshoreline reconstructions to establish the
 island-colonization dynamics of wall lizards in Mediterranean
 archipelagos. Location: Four Mediterranean Archipelagos in Italy and
 Croatia Taxon: the wall lizard Podarcis siculus Methods: We used ddRAD
 sequencing to genotype 140 lizards from 23 island and mainland
 populations. Analyses of admixture and site frequency spectra were used to
 reconstruct population structure, demographic history, and variation of
 gene flow through time. Genomic results were integrated with
 paleogeographic reconstructions and were compared to archaeological
 evidence of human presence on these islands. Results: Although many island
 populations of this species are assumed to be non-native, we find that
 many islands were colonized long before any known human settlements
 (230,000–12,000 years ago). This natural colonization most likely occurred
 through land bridges during glacial marine regression or by over-sea
 rafting. On the other hand, islands distant from the continent were often
 colonized recently, and some of the estimated island colonization times
 match historical records of human arrival. We also determine that
 long-established island populations generally show lower genetic diversity
 compared to proximate mainland populations, contrary to recently colonized
 islands that must have experienced higher rates of post-colonization gene
 flow. Main conclusion: Our integrated approach provides us with the power
 to accurately quantify the origin, timing, and mode of island
 colonization. This framework helps to clarify the biogeographic and
 evolutionary history of island populations, with important implications
 for conservation and management of island biodiversity.
DOI: 10.5061/dryad.dncjsxm4w
title: Data to estimate the effect of inbreeding on breeding coloration in sand lizards

description: Animal color signals may function as indicators of fighting ability when
 males compete for access to females. This allows opponents to settle
 aggressive interactions before they escalate into physical combat and
 injury. Thus, there may be strong directional selection on these traits,
 toward enhanced signal quality. This renders sexually selected traits
 particularly susceptible to inbreeding depression, due to relatively low
 ratios of additive genetic variance to dominance variance. We measured the
 effects of inbreeding on an intrasexually selected color signal (the
 badge) in a population of Swedish sand lizards (Lacerta agilis) using the
 Rhh software based on 17 to 21 microsatellites. Males of this sexually
 dichromatic species use the badge during aggressive interactions to
 display, and assess, fighting ability. We found negative effects of
 homozygosity on badge size, saturation, and brightness. However, no such
 effects were observed on color hue. Pairwise correlations between badge
 size, hue, and saturation were all statistically significant. Thus, the
 sand lizard “badge” is a multicomponent signal with variation explained by
 covariation in badge size, saturation, and color hue. Body mass corrected
 for skeletal size (body condition) positively predicted badge size and
 saturation, encouraging future research on the extent that sexual signals
 may convey information on multigene targets (i.e. “genic capture”).
DOI: 10.5061/dryad.jwstqjqft
title: Temperature-dependent feeding behavior in the brown box crab

description: Growing fishing pressures and ocean warming are potential concerns for
 populations of brown box crabs, Lopholithodes foraminatus, at the southern
 end of their geographic distribution. In Southern California, brown box
 crabs are thought to occupy a broad depth gradient (intertidal zone – 547
 m), which exposes them to temperatures ranging from 8℃–24°C. This large
 temperature span presents challenges for these ectothermic animals because
 the rates of their physiological processes, and ultimately their dietary
 needs, behavior, and health, vary with temperature. Here we examined how
 temperature affects the feeding behavior of brown box crabs to better
 understand their ecology in warmer regions of their distribution. Adult
 crabs were exposed to one of three temperature treatments (8℃, 15°C, and
 20℃, N=10) for 2 months. Weekly throughout the exposure period, crabs were
 given two similar-sized prey items of different crushing strength (clam
 and mussel). Claw pinch force, prey preference, time to consume prey, and
 number of prey consumed were recorded prior to the start of the experiment
 and weekly for the duration of the study, with the exception of pinch
 force, which was recorded bi-weekly. We hypothesized that crabs will have
 a stronger pinch force at warmer temperatures, prefer prey items that
 require less breaking force at the coldest temperature, consume prey
 faster at warmer temperatures, and consume more prey at warmer
 temperatures. Our results confirm that pinch force is consistently greater
 at 15°C compared to 8°C, however, crabs at 8°C consumed more clams (higher
 strength) while those at 15°C consumed more mussels. Crabs at 8°C also
 consumed prey items faster than crabs at 15°C but ate a similar number of
 prey. Furthermore, there was 100% mortality at 20℃ within 8 days of
 exposure, indicating their proximity to lethal limits within Southern
 California. These results show that brown box crab feeding behavior
 exhibits temperature thresholds, which may alter their nutritional state,
 community interactions, and distribution under both short-term and
 long-term changes in ocean temperature.
description: Data was collected via an in-lab experiment run for 10 weeks.
 All data were analyzed in R Studio v4.2.2
 and tested for normality using a Shapiro-Wilk test and for homogeneity of
 variances using a Barlett test.