cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18512319
title: Threshold-Based Inference Under Finite Access: Four Controlled Experiments on Scale-Dependent Decision Instability

description: Four controlled experiments comparing a standard threshold-based inference rule against a scale-invariance check on real ECG time-series data (MIMIC-Perform). All experiments use identical, locked parameters with no tuning or case-specific adjustment. Results identify three structurally distinct failure modes of single-valuation inference under finite access, including cases where a raw metric overrides stable multi-scale structure and cases where legitimate smoothing scales never converge to a single outcome. Includes full audit artifacts (CSVs, plots, parameter files, null permutation tests) for independent inspection. See EXECUTIVE_SUMMARY.txt for an overview and EXPERIMENTAL_REPORT.txt for full details.
DOI: 10.5281/zenodo.18512320
title: Threshold-Based Inference Under Finite Access: Four Controlled Experiments on Scale-Dependent Decision Instability

description: Four controlled experiments comparing a standard threshold-based inference rule against a scale-invariance check on real ECG time-series data (MIMIC-Perform). All experiments use identical, locked parameters with no tuning or case-specific adjustment. Results identify three structurally distinct failure modes of single-valuation inference under finite access, including cases where a raw metric overrides stable multi-scale structure and cases where legitimate smoothing scales never converge to a single outcome. Includes full audit artifacts (CSVs, plots, parameter files, null permutation tests) for independent inspection. See EXECUTIVE_SUMMARY.txt for an overview and EXPERIMENTAL_REPORT.txt for full details.
DOI: 10.15468/dl.33bbxw
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catopsis nutans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 650 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017670-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrsg5c
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Chrysopa pallens"
 ]
}

 The dataset includes 149 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017671-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18512293
title: Egypt

description: I propose a universal principle stating that no entity or event in the universe achieves complete realization. All outcomes occur with acquisition ratios less than unity, independent of spacetime dimensions.
DOI: 10.5281/zenodo.18512294
title: Egypt

description: I propose a universal principle stating that no entity or event in the universe achieves complete realization. All outcomes occur with acquisition ratios less than unity, independent of spacetime dimensions.
DOI: 10.15468/dl.wggnsb
title: Occurrence Download

description: A dataset containing 744 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -20.3845909579754
 AND decimallatitude &lt;= -16.25916876999866
 AND decimallongitude &gt;= 35.81366587837205
 AND decimallongitude &lt;= 41.53841948901044
 AND GBIF_Within('POLYGON ((41.538419 -20.384591, 41.538419 -16.259169, 35.813666 -16.259169, 35.813666 -20.384591, 41.538419 -20.384591))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 744 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017663-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq6k4d
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cipuropsis subandina",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017672-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17664263
title: ATLAS–T Equation: Series I (v1.0) — Core Theory • Applied Systems • Technical Standard

description: Note on scope and status

This release presents the ATLAS–T Balance Equation as a formal, domain-agnostic structural metric for evaluating balance through proportion (P), phase coherence (κ), and resonance (R). It establishes the equation, its primitives, weighting scheme, and measurement constraints as a technical framework, not as a claim of universal physical law.

While mathematical notation, geometric constructs, and resonance models are defined with precision, their use is descriptive and evaluative, not predictive. The equation is intended to assess coherence and stability within systems, not to replace established disciplinary models, optimise outcomes in isolation, or assert causal primacy across domains.

This release does not claim empirical validation across all application contexts, nor does it prescribe domain-specific optimisation strategies. Applied examples (architectural, cognitive, organisational, urban, acoustic) are illustrative and demonstrate structural applicability, not guaranteed performance or efficacy.

The inclusion of a Technical Standard (v1.0) defines compliance requirements and measurement rules for consistent use of the ATLAS–T metric. Systems that do not implement the full set of primitives, weights, and terms are explicitly out of scope and must not be labelled ATLAS–T compliant.

Context note (post-extraction clarification)

ATLAS–T functions as a balance evaluation framework, not a theory of ontology or physical causation. Terms such as proportion, phase coherence, and resonance are operationalised as measurable system properties, not metaphysical descriptors.

In subsequent Atlas 4.0 work, ATLAS–T is treated as a bounded mathematical and systems-engineering construct, with clear separation between symbolic lineage, evaluative metrics, and domain-specific validation pathways.

This paper is retained as a foundational technical reference, documenting the formalisation of the ATLAS–T equation, its standards, and its role within the Atlas Codex framework.
DOI: 10.5281/zenodo.17664262
title: ATLAS–T Equation: Series I (v1.0) — Core Theory • Applied Systems • Technical Standard

description: Note on scope and status

This release presents the ATLAS–T Balance Equation as a formal, domain-agnostic structural metric for evaluating balance through proportion (P), phase coherence (κ), and resonance (R). It establishes the equation, its primitives, weighting scheme, and measurement constraints as a technical framework, not as a claim of universal physical law.

While mathematical notation, geometric constructs, and resonance models are defined with precision, their use is descriptive and evaluative, not predictive. The equation is intended to assess coherence and stability within systems, not to replace established disciplinary models, optimise outcomes in isolation, or assert causal primacy across domains.

This release does not claim empirical validation across all application contexts, nor does it prescribe domain-specific optimisation strategies. Applied examples (architectural, cognitive, organisational, urban, acoustic) are illustrative and demonstrate structural applicability, not guaranteed performance or efficacy.

The inclusion of a Technical Standard (v1.0) defines compliance requirements and measurement rules for consistent use of the ATLAS–T metric. Systems that do not implement the full set of primitives, weights, and terms are explicitly out of scope and must not be labelled ATLAS–T compliant.

Context note (post-extraction clarification)

ATLAS–T functions as a balance evaluation framework, not a theory of ontology or physical causation. Terms such as proportion, phase coherence, and resonance are operationalised as measurable system properties, not metaphysical descriptors.

In subsequent Atlas 4.0 work, ATLAS–T is treated as a bounded mathematical and systems-engineering construct, with clear separation between symbolic lineage, evaluative metrics, and domain-specific validation pathways.

This paper is retained as a foundational technical reference, documenting the formalisation of the ATLAS–T equation, its standards, and its role within the Atlas Codex framework.
DOI: 10.15468/dl.72vf5n
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Connellia augustae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017674-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atepu4
title: Occurrence Download

description: A dataset containing 5142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa orientalis",
 "Year 2000-2026"
 ]
}

 The dataset includes 5142 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017675-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z7yqz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eduandrea selloana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017676-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fesf2
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carduus pycnocephalus"
 ]
}

 The dataset's 14 records were derived from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017669-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/p96e-g080
title: MEOW F770W Data
DOI: 10.15468/dl.qwuh7p
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glomeropitcairnia erectiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017677-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/xrvh-gj58
title: 41P
DOI: 10.15468/dl.7j2p5d
title: Occurrence Download

description: A dataset containing 3025 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -20.3845909579754
 AND decimallatitude &lt;= -16.25916876999866
 AND decimallongitude &gt;= 40.929903860996625
 AND decimallongitude &lt;= 46.73072192513675
 AND GBIF_Within('POLYGON ((46.730722 -20.384591, 46.730722 -16.259169, 40.929904 -16.259169, 40.929904 -20.384591, 46.730722 -20.384591))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 3025 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017673-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzjk4w
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glomeropitcairnia penduliflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017678-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/pmzpwg
title: 15 Pictogram Collections Emergency: Protect collections from active water leak

description: 15 Pictogram Collections Emergency: Protect collections from active water leak
DOI: 10.5281/zenodo.18307945
title: Functional noncoding variants within TBX1 enhancer contribute to Tetralogy of Fallot

description: This dataset contains single-cell RNA-sequencing (scRNA-seq) and chromatin immunoprecipitation sequencing (ChIP-seq) data generated from human embryonic stem cell (hESC)–derived vascular organoids. Vascular organoids were differentiated from wild-type (WT) and TBX1 enhancer-deleted hESC lines and collected at four developmental stages (Day 0, Day 5, Day 10, and Day 15) to model early human vascular lineage specification and maturation in vitro.
DOI: 10.5281/zenodo.18307946
title: Functional noncoding variants within TBX1 enhancer contribute to Tetralogy of Fallot

description: This dataset contains single-cell RNA-sequencing (scRNA-seq) and chromatin immunoprecipitation sequencing (ChIP-seq) data generated from human embryonic stem cell (hESC)–derived vascular organoids. Vascular organoids were differentiated from wild-type (WT) and TBX1 enhancer-deleted hESC lines and collected at four developmental stages (Day 0, Day 5, Day 10, and Day 15) to model early human vascular lineage specification and maturation in vitro.
DOI: 10.15468/dl.bg7kfj
title: Occurrence Download

description: A dataset containing 202543 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Sciurus carolinensis [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 202543 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017658-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5gksx
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Occurrence evidence, Material sample, Human Observation, Specimen)",
 "Continent is North America",
 "Geometry POLYGON((-122.71256 49.18142,-122.57684 49.20125,-122.54641 49.35706,-122.69158 49.35706,-122.76996 49.2671,-122.78993 49.23587,-122.71256 49.18142))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oemleria cerasiformis"
 ]
}

 The dataset includes 214 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017679-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnqp47
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Greigia vulcanica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 44 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017681-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/memc-7370
title: All MEOW Data
DOI: 10.15468/dl.653xa3
title: Occurrence Download

description: A dataset containing 433359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bos",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 433359 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017665-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18512398
title: The Theory of Acquisition Ratio

description: This work introduces the Theory of Acquisition Ratio, stating that no entity or event in the universe can reach complete realization. Outcomes occur with acquisition ratios ranging from 0% to 99%, independent of spacetime dimensions.
DOI: 10.5281/zenodo.18512399
title: The Theory of Acquisition Ratio

description: This work introduces the Theory of Acquisition Ratio, stating that no entity or event in the universe can reach complete realization. Outcomes occur with acquisition ratios ranging from 0% to 99%, independent of spacetime dimensions.
DOI: 10.15468/dl.tw7kee
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guzmania monostachia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 679 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017682-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15269528
title: Table 3 in Sixteen in One: White-Belted Megaselia Rondani (Diptera: Phoridae) From the New World Challenge Species Concepts

description: Table 3. Mean costal sector ratios (the distance along the costa from h—R1: R1 – R2 + 3: R2 + 3 – R4 + 5; all values divided by the length of sector 3 so that it is always 1)
Sector 123speciesalbizona4.21.31borealizona2.50.61colombizona4.41.91cryptizona4.61.71danizona3.71.51guanizona3.91.21marizona4.51.81nivizona4.31.61oklizona4.51.51paulizona5.52.61reductizona4.91.81solizona6.22.51sulphurizona4.61.31tropizona4.92.11wendizona4.61.61winnizona4.31.81
description: Published as part of Brown, Brian V., Hartop, Emily A. & Wong, Maria A., 2022, Sixteen in One: White-Belted Megaselia Rondani (Diptera: Phoridae) From the New World Challenge Species Concepts, pp. 11 in Insect Systematics and Diversity 6 (3) on page 11, DOI: 10.1093/isd/ixac008, http://zenodo.org/record/10832806
DOI: 10.5281/zenodo.15269527
title: Table 3 in Sixteen in One: White-Belted Megaselia Rondani (Diptera: Phoridae) From the New World Challenge Species Concepts

description: Table 3. Mean costal sector ratios (the distance along the costa from h—R1: R1 – R2 + 3: R2 + 3 – R4 + 5; all values divided by the length of sector 3 so that it is always 1)
Sector 123speciesalbizona4.21.31borealizona2.50.61colombizona4.41.91cryptizona4.61.71danizona3.71.51guanizona3.91.21marizona4.51.81nivizona4.31.61oklizona4.51.51paulizona5.52.61reductizona4.91.81solizona6.22.51sulphurizona4.61.31tropizona4.92.11wendizona4.61.61winnizona4.31.81
description: Published as part of Brown, Brian V., Hartop, Emily A. & Wong, Maria A., 2022, Sixteen in One: White-Belted Megaselia Rondani (Diptera: Phoridae) From the New World Challenge Species Concepts, pp. 11 in Insect Systematics and Diversity 6 (3) on page 11, DOI: 10.1093/isd/ixac008, http://zenodo.org/record/10832806
DOI: 10.15468/dl.66uvh8
title: Occurrence Download

description: A dataset containing 78987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abronia fragrans, Abronia latifolia, Abronia umbellata, Abrus precatorius, Abutilon parvulum, Acacia mangium, Acaciella villosa, Acaena novae-zelandiae, Acaena pallida, Acanthocereus tetragonus)"
 ]
}

 The dataset includes 78987 records from 875 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017662-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxn4h7
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum funiculosum Hook.f. & Thomson",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 85 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0320007-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdjxqg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-162.38672 14.40063,-150.57422 14.40063,-150.57422 25.98965,-162.38672 25.98965,-162.38672 14.40063))",
 "HasCoordinate is true",
 "TaxonKey is Cyanea aculeatiflora Rock",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009708-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rlhpv
title: Occurrence Download

description: A dataset containing 75352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum tuberosum L."
 ]
}

 The dataset includes 75352 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.