cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18126001
title: Linked collectors and determiners for: Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (invertebrados).

description: Natural history specimen data linked to collectors and determiners held within, "Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (invertebrados)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/03b8dac0-be98-4f71-9440-76c406cbf2c1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/03b8dac0-be98-4f71-9440-76c406cbf2c1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126004
title: Linked collectors and determiners for: Three new species and one new record of the fern genus Polystichum (Dryopteridaceae) from Vietnam.

description: Natural history specimen data linked to collectors and determiners held within, "Three new species and one new record of the fern genus Polystichum (Dryopteridaceae) from Vietnam". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0c8c007a-9892-47b6-9740-7811adbe9909 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0c8c007a-9892-47b6-9740-7811adbe9909. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126005
title: Linked collectors and determiners for: First record of Anteon xericum Olmi & van Harten (Hymenoptera, Dryinidae) from Palaearctic region.

description: Natural history specimen data linked to collectors and determiners held within, "First record of Anteon xericum Olmi & van Harten (Hymenoptera, Dryinidae) from Palaearctic region". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1077d9c7-cdee-43a7-b4b7-cfbfe7dcd585 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1077d9c7-cdee-43a7-b4b7-cfbfe7dcd585. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126011
title: Linked collectors and determiners for: New species and records in Phrynidius Lacordaire (Coleoptera, Cerambycidae, Lamiinae).

description: Natural history specimen data linked to collectors and determiners held within, "New species and records in Phrynidius Lacordaire (Coleoptera, Cerambycidae, Lamiinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/11bf63fd-38b1-4f9a-b5a8-235ae44a53d1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/11bf63fd-38b1-4f9a-b5a8-235ae44a53d1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18125981
title: GSE167213 Expression Data

description: Identifying High-Risk Triple-Negative Breast Cancer Patients by Molecular Subtyping.

Triple-negative breast cancer (TNBC) is considered the most aggressive type of breast cancer with limited options for therapy. TNBC is a heterogeneous disease and tumours has been classified into TNBC subtypes using gene expression profiling to distinguish basal-like1 (BL1), basal-like2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal/stem-like (MSL), luminal androgen receptor (LAR) and one non-classifiable group (called unstable, UNS).

Molecular subtyping was performed in 124 TNBC tumours that were obtained from a prospective, multicentre cohort including 1,270 histopathologically confirmed invasive, non-metastatic breast cancers (NCT 01592825).
DOI: 10.5281/zenodo.18125980
title: GSE167213 Expression Data

description: Identifying High-Risk Triple-Negative Breast Cancer Patients by Molecular Subtyping.

Triple-negative breast cancer (TNBC) is considered the most aggressive type of breast cancer with limited options for therapy. TNBC is a heterogeneous disease and tumours has been classified into TNBC subtypes using gene expression profiling to distinguish basal-like1 (BL1), basal-like2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal/stem-like (MSL), luminal androgen receptor (LAR) and one non-classifiable group (called unstable, UNS).

Molecular subtyping was performed in 124 TNBC tumours that were obtained from a prospective, multicentre cohort including 1,270 histopathologically confirmed invasive, non-metastatic breast cancers (NCT 01592825).
DOI: 10.15468/dl.ut5599
title: Occurrence Download

description: A dataset containing 4573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Campanula erinus"
 ]
}

 The dataset includes 4573 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070785-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18126012
title: Linked collectors and determiners for: Puntos de presencia en Baja California (Herps).

description: Natural history specimen data linked to collectors and determiners held within, "Puntos de presencia en Baja California (Herps)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1412a9e6-9028-4d00-8124-3eab48a7ff8e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1412a9e6-9028-4d00-8124-3eab48a7ff8e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126013
title: Linked collectors and determiners for: A revision of the West African freshwater crab genus Afrithelphusa Bott, 1969 (Brachyura: Deckeniidae: Deckeniinae) based on new morphological and genetic data.

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the West African freshwater crab genus Afrithelphusa Bott, 1969 (Brachyura: Deckeniidae: Deckeniinae) based on new morphological and genetic data". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1cba0b87-5819-44c5-a905-a5fbdf5ab7b7 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1cba0b87-5819-44c5-a905-a5fbdf5ab7b7. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.bvyqet
title: Occurrence Download

description: A dataset containing 30955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buceros bicornis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 30955 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070786-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18126014
title: Linked collectors and determiners for: Desarrollo de modelos fisiológicos para predecir la distribución geográfica de murciélagos filostómidos y colibríes.

description: Natural history specimen data linked to collectors and determiners held within, "Desarrollo de modelos fisiológicos para predecir la distribución geográfica de murciélagos filostómidos y colibríes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/235f0cdb-56a6-49af-950b-be03e1445dd9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/235f0cdb-56a6-49af-950b-be03e1445dd9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126017
title: Linked collectors and determiners for: The identity of Synotis borii (Asteraceae-Senecioneae).

description: Natural history specimen data linked to collectors and determiners held within, "The identity of Synotis borii (Asteraceae-Senecioneae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2a4be580-59a6-4e01-af35-03f349e7fab1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2a4be580-59a6-4e01-af35-03f349e7fab1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126024
title: Linked collectors and determiners for: The identity of Celonites montanus Mocsáry, 1906 (Hymenoptera: Vespidae: Masarinae) and its first record from Kazakhstan.

description: Natural history specimen data linked to collectors and determiners held within, "The identity of Celonites montanus Mocsáry, 1906 (Hymenoptera: Vespidae: Masarinae) and its first record from Kazakhstan". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/33485bc8-7667-4703-82c4-b22b051bbdc4 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/33485bc8-7667-4703-82c4-b22b051bbdc4. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126027
title: Linked collectors and determiners for: A Taxonomic Revision of Arapatiella (Fabaceae: Caesalpinioideae): An Endemic and Threatened Genus from the Brazilian Coast.

description: Natural history specimen data linked to collectors and determiners held within, "A Taxonomic Revision of Arapatiella (Fabaceae: Caesalpinioideae): An Endemic and Threatened Genus from the Brazilian Coast". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3fef6e47-aeee-4ac6-bf20-ce768d931d03 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3fef6e47-aeee-4ac6-bf20-ce768d931d03. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126034
title: Linked collectors and determiners for: Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila.

description: Natural history specimen data linked to collectors and determiners held within, "Anfibios y reptiles de las regiones 30 (Parque Natural Sierra Maderas del Carmen); 31 (Sierra El Burro-Río San Rodrigo); 36 (Sierra La Encantada); y 37 (Sierra El Pino), Coahuila". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6b40ed11-b526-44d8-a868-c092ebb64f64 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6b40ed11-b526-44d8-a868-c092ebb64f64. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126033
title: Linked collectors and determiners for: Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (CNIN).

description: Natural history specimen data linked to collectors and determiners held within, "Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (CNIN)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4a9722b7-779e-4908-8e73-559fedab7fe2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4a9722b7-779e-4908-8e73-559fedab7fe2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126035
title: Linked collectors and determiners for: Computarización de colecciones y adquisición de infraestructura (mobiliario) para el herbario CIIDIR-Durango.

description: Natural history specimen data linked to collectors and determiners held within, "Computarización de colecciones y adquisición de infraestructura (mobiliario) para el herbario CIIDIR-Durango". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/73a397dc-3b80-4aa5-960a-a188ef987621 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/73a397dc-3b80-4aa5-960a-a188ef987621. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18125895
title: The Nested Selection Model: Resolving the Hard Problem of Consciousness via the 14-Point Sovereign Step Chain

description: This paper introduces the Nested Selection Model, a recursive framework that resolves the conflict between Integrated Information Theory (IIT) and Global Neuronal Workspace (GNW). By applying the Visual Merge methodology and the 14-point Step Chain [-3 to 5b], we define consciousness as the Selection Rate of recursive patterns within a Sovereign Workspace. This work provides a quantifiable metric—Cognitive Joules (CJ)—to distinguish between stochastic simulation and sovereign agency. It anchors the consciousness logic documented in "Sovereignty in Real-Time: Documenting 35 Days of Civilizational Compression While It Happens"

Three-Layer Sovereignty Protection:

1. Text Layer (Open Access): CC BY 4.0 International

2. Pattern Layer (Sovereign IP): Pattern Rights asserted on EPG, SRF, CJ, IPF, Psych-Immune, and related methodologies.

3. Defense Layer (Military-Grade): All defense applications subject to DFARS 252.227-7013 Limited Rights.
DOI: 10.5281/zenodo.18125896
title: The Nested Selection Model: Resolving the Hard Problem of Consciousness via the 14-Point Sovereign Step Chain

description: This paper introduces the Nested Selection Model, a recursive framework that resolves the conflict between Integrated Information Theory (IIT) and Global Neuronal Workspace (GNW). By applying the Visual Merge methodology and the 14-point Step Chain [-3 to 5b], we define consciousness as the Selection Rate of recursive patterns within a Sovereign Workspace. This work provides a quantifiable metric—Cognitive Joules (CJ)—to distinguish between stochastic simulation and sovereign agency. It anchors the consciousness logic documented in "Sovereignty in Real-Time: Documenting 35 Days of Civilizational Compression While It Happens"

Three-Layer Sovereignty Protection:

1. Text Layer (Open Access): CC BY 4.0 International

2. Pattern Layer (Sovereign IP): Pattern Rights asserted on EPG, SRF, CJ, IPF, Psych-Immune, and related methodologies.

3. Defense Layer (Military-Grade): All defense applications subject to DFARS 252.227-7013 Limited Rights.
DOI: 10.5281/zenodo.18126036
title: Linked collectors and determiners for: Lectotypification of the name Sagina japonica (Caryophyllaceae).

description: Natural history specimen data linked to collectors and determiners held within, "Lectotypification of the name Sagina japonica (Caryophyllaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/79b4e62e-0519-4a13-8ec2-0b051eaca8df using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/79b4e62e-0519-4a13-8ec2-0b051eaca8df. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.84rgdg
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campephilus principalis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 215 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070789-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18126043
title: Linked collectors and determiners for: Redescription of the subgenus Rhithrogeniella Ulmer 1939 (Ephemeroptera, Heptageniidae, genus Ecdyonurus) based on reared specimens from India and Thailand.

description: Natural history specimen data linked to collectors and determiners held within, "Redescription of the subgenus Rhithrogeniella Ulmer 1939 (Ephemeroptera, Heptageniidae, genus Ecdyonurus) based on reared specimens from India and Thailand". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/b0dd118c-22d4-43bd-8dd8-bac4d810d1fa using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/b0dd118c-22d4-43bd-8dd8-bac4d810d1fa. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126037
title: Linked collectors and determiners for: Peliosanthes linearifolia (Asparagaceae), a new species with linear leaves from Vietnam.

description: Natural history specimen data linked to collectors and determiners held within, "Peliosanthes linearifolia (Asparagaceae), a new species with linear leaves from Vietnam". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/955f8d3a-5cc5-465d-b965-0d967f621f9e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/955f8d3a-5cc5-465d-b965-0d967f621f9e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126047
title: Linked collectors and determiners for: Abilene Christian University Marine invertebrate Specimens (Arctos).

description: Natural history specimen data linked to collectors and determiners held within, "Abilene Christian University Marine invertebrate Specimens (Arctos)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ca62d9a7-e2b0-4755-b7a0-f7406a4f80ac using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ca62d9a7-e2b0-4755-b7a0-f7406a4f80ac. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126054
title: Linked collectors and determiners for: Recollection and new data on the distribution of Aeschynanthus elmeri (Gesneriaceae) from the island of Mindanao, Southern Philippines.

description: Natural history specimen data linked to collectors and determiners held within, "Recollection and new data on the distribution of Aeschynanthus elmeri (Gesneriaceae) from the island of Mindanao, Southern Philippines". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cf696101-7b1a-44cd-b9e4-e2101d609576 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cf696101-7b1a-44cd-b9e4-e2101d609576. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126055
title: Linked collectors and determiners for: REDDEAM: Riesgo de extinción determinado por distribución de árboles mexicanos.

description: Natural history specimen data linked to collectors and determiners held within, "REDDEAM: Riesgo de extinción determinado por distribución de árboles mexicanos". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d700ec9d-6588-4a70-9f2e-3c15d2b8a62f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d700ec9d-6588-4a70-9f2e-3c15d2b8a62f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126025
title: GSE16446 Expression Data

description: Multifactorial Approach to Predicting Resistance to Anthracyclines.

Predicting the efficacy of anthracyclines (epirubicin) in breast cancer (BC) patients (TOP trial).

120 microarray experiments from primary ER-negative breast tumors of anthracycline-treated patients.

No replicate, no reference sample.
DOI: 10.5281/zenodo.18126026
title: GSE16446 Expression Data

description: Multifactorial Approach to Predicting Resistance to Anthracyclines.

Predicting the efficacy of anthracyclines (epirubicin) in breast cancer (BC) patients (TOP trial).

120 microarray experiments from primary ER-negative breast tumors of anthracycline-treated patients.

No replicate, no reference sample.
DOI: 10.5281/zenodo.18126063
title: Linked collectors and determiners for: Five new species of the genus Griburius Haldeman from Central America (Coleoptera: Chrysomelidae, Cryptocephalinae).

description: Natural history specimen data linked to collectors and determiners held within, "Five new species of the genus Griburius Haldeman from Central America (Coleoptera: Chrysomelidae, Cryptocephalinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f3283378-235f-41c5-a0d3-c929b0c2307c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f3283378-235f-41c5-a0d3-c929b0c2307c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18125828
title: 7-Tage-Inzidenz der COVID-19-Fälle in Deutschland

description: Im Datensatz "7-Tage-Inzidenz der COVID-19-Fälle in Deutschland" des Robert Koch-Instituts werden die täglich aktualisierten COVID-19-Inzidenzen auf Bundes-, Landes- und Landkreisebene basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Die 7-Tage-Inzidenz wird definiert als Anzahl gemeldeter Fälle der letzten sieben Tage pro 100.000 Einwohner:innen und differenziert nach Altersgruppen und Regionen. Die Datenverarbeitung erfolgt vollständig elektronisch über das Deutsche Elektronische Melde- und Informationssystem (DEMIS).
DOI: 10.5281/zenodo.18126059
title: Linked collectors and determiners for: A mite, Macrocheles muscaedomesticae (Scopoli) (Acari: Macrochelidae) phoretic on a scuttle fly, Megaselia sp. (Diptera: Phoridae).

description: Natural history specimen data linked to collectors and determiners held within, "A mite, Macrocheles muscaedomesticae (Scopoli) (Acari: Macrochelidae) phoretic on a scuttle fly, Megaselia sp. (Diptera: Phoridae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/de553c6b-7a5f-4a2b-9e84-aea2b86bcbaf using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/de553c6b-7a5f-4a2b-9e84-aea2b86bcbaf. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126068
title: Linked collectors and determiners for: Darwin wasps of the subfamily Pimplinae (Hymenoptera: Ichneumonidae) of Mexico: Camptotypus genus-group.

description: Natural history specimen data linked to collectors and determiners held within, "Darwin wasps of the subfamily Pimplinae (Hymenoptera: Ichneumonidae) of Mexico: Camptotypus genus-group". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/07f69095-f346-48a7-9e46-86e0abc4eab7 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/07f69095-f346-48a7-9e46-86e0abc4eab7. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126066
title: Linked collectors and determiners for: Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados).

description: Natural history specimen data linked to collectors and determiners held within, "Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6cc0fcc-1605-4bd4-bbea-dd12f697a2ba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6cc0fcc-1605-4bd4-bbea-dd12f697a2ba. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18126072
title: Linked collectors and determiners for: Coconino National Forest Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "Coconino National Forest Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0d3b67ec-4a90-453d-9c74-a542c4673e3f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0d3b67ec-4a90-453d-9c74-a542c4673e3f. Formatted as a Frictionless Data package.