cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17184758
title: Psychological Linguistic Framing

description: Psychological Linguistic Framing (PLF) is a universal cognitive–biological audit framework that demonstrates how language does more than shape thought — it regulates emotion, physiology, and behavior. Grounded in psychology, linguistics, neuroscience, AI ethics, and ancient wisdom, PLF reframes communication as a biological lever that alters stress responses, motivation, cooperation, and trust.

 

The white paper introduces PLF’s core components (lexical choice, reframing, priming, anchoring, semantic spotlighting, phonetic framing, and bonding), its functional dimension (sound, progression, direction, outcome, control, and filler functions), and its diagnostic layer (linguistic personality mapping). Together, these mechanisms reveal how framing operates not only across cognition but also through rhythm and physiology.

 

Applications span education, medicine, politics, relationships, AI communication, and coma states — where emotionally charged words trigger measurable biological responses even without conscious awareness. A key contribution is the AI Framing Cycle, which demonstrates how fact anchoring, empathy phrasing, and liability disclaimers create a predictable rhythm in human–AI interaction — with both trust-building potential and ethical risks.

 

By shifting framing from a rhetorical device to a cognitive–perceptual architecture, PLF establishes itself as the first framework to unite psychology, linguistics, biology, and ancient wisdom into a testable model of influence. The conclusion is clear: language is not passive description but architecture and rhythm — the medium through which cognition, health, and society are built, regulated, and controlled.
description: The roots of PLF are not only academic but lived. As a child, I experienced a condition known in my Tongan culture as tāmate vai — literally “taking water” — describing the buildup of fluid around the brain that required medical removal. In medical terms, this is hydrocephalus, where pressure forces the brain to adapt under unusual conditions. Recovery demanded neuroplasticity, rewiring my brain to process language, rhythm, and meaning in unique ways.

 

This personal journey left me with an unusual sensitivity to how words regulate perception, trust, and physiology — the very foundations of PLF. Just as my brain rewired itself biologically, PLF demonstrates how language rewires cognition and emotion, which in turn shape collective behavior and social reality.
DOI: 10.15468/dl.txucp7
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008940-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rawz8j
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008941-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpnt5n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008942-250920141307145/datasets/export for details.
DOI: 10.6084/m9.figshare.30188275
title: data.xlsx

description: <b>Objective: </b>The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) is a new composite lipid index. Blood lipid levels are closely associated with the severity of acute pancreatitis (AP), but the relationship between NHHR and mortality in AP patients remains unclear. Therefore, the purpose of this study is to investigate the connection between NHHR and the mortality of patients with AP within 90 days. <b>Methods: </b>A total of 454 adult participants with AP from the MIMIC-IV database were categorized into three groups based on their NHHR levels. We employed a multivariate Cox proportional hazards model to assess the relationship between NHHR and 90-day mortality in AP patients. Additionally, we utilized the random forest method to identify the ten most significant risk factors associated with mortality in AP, which was subsequently used to build a prediction model. <b>Results: </b>Out of the patients with AP, 27 died within 90 days. After adjusting for various factors, the hazard ratios for mortality across the tertiles of the NHHR (from the lowest to the highest tertiles: Q1–Q3) were as follows: 1.00 (reference), 1.47 (95% CI: 0.47- 4.66), and 4.07 (95% CI: 1.43 - 11.60). Additionally, the area under the curve (AUC) for our AP mortality prediction model is 0.895 (95% CI: 0.830 - 0.960), with a 95% confidence interval of 0.830 to 0.960. <b>Conclusion: </b>Our findings indicate that a high level of NHHR is closely associated with the mortality of AP, serving as a simple index to predict the prognosis of AP patients.
DOI: 10.6084/m9.figshare.30188275.v1
title: data.xlsx

description: <b>Objective: </b>The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) is a new composite lipid index. Blood lipid levels are closely associated with the severity of acute pancreatitis (AP), but the relationship between NHHR and mortality in AP patients remains unclear. Therefore, the purpose of this study is to investigate the connection between NHHR and the mortality of patients with AP within 90 days. <b>Methods: </b>A total of 454 adult participants with AP from the MIMIC-IV database were categorized into three groups based on their NHHR levels. We employed a multivariate Cox proportional hazards model to assess the relationship between NHHR and 90-day mortality in AP patients. Additionally, we utilized the random forest method to identify the ten most significant risk factors associated with mortality in AP, which was subsequently used to build a prediction model. <b>Results: </b>Out of the patients with AP, 27 died within 90 days. After adjusting for various factors, the hazard ratios for mortality across the tertiles of the NHHR (from the lowest to the highest tertiles: Q1–Q3) were as follows: 1.00 (reference), 1.47 (95% CI: 0.47- 4.66), and 4.07 (95% CI: 1.43 - 11.60). Additionally, the area under the curve (AUC) for our AP mortality prediction model is 0.895 (95% CI: 0.830 - 0.960), with a 95% confidence interval of 0.830 to 0.960. <b>Conclusion: </b>Our findings indicate that a high level of NHHR is closely associated with the mortality of AP, serving as a simple index to predict the prognosis of AP patients.
DOI: 10.15468/dl.x5gf23
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conus thalassiarchus"
 ]
}

 The dataset includes 121 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008943-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w737qr
title: Occurrence Download

description: A dataset containing 194705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1969"
 ]
}

 The dataset includes 194705 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008869-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz46tf
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum forrestii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 267 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008944-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16580531
title: 49 Ceti NIRSpec Data

description: Here you will find the PSF subtracted IFU cube of 49 Ceti and throughput correction map that were used in the manuscript "Fluorescently Excited CO Emission in the 49 Ceti Debris Disk Spatially Resolved by JWST NIRSpec". The final 1D spectra used for the model fitting can also be found here.
DOI: 10.5281/zenodo.16580530
title: 49 Ceti NIRSpec Data

description: Here you will find the PSF subtracted IFU cube of 49 Ceti and throughput correction map that were used in the manuscript "Fluorescently Excited CO Emission in the 49 Ceti Debris Disk Spatially Resolved by JWST NIRSpec". The final 1D spectra used for the model fitting can also be found here.
DOI: 10.17026/ar/sxuwx4
title: Plangebied Maasstraat te Linne RAAPrap_6959_LIMAA3_20240315_inclBijlagen

description: &lt;p&gt;Tijdens het onderzoek zijn geen archeologische sporen aangetroffen. Wel zijn enkele vondsten uit de volle/late middeleeuwen en uit de nieuwe tijd aangetroffen. De vondsten zijn waarschijnlijk te relateren aan de vorming van het dorp van Linne.&lt;br&gt;Aan de hand van de uitvoering van het onderzoek valt te concluderen dat de begeleiding van rioolwerkzaamheden in smalle straten, zoals in Linne, lastig is. In dergelijke smalle straten heeft de bestaande ondergrondse infrastructuur al relatief veel van de bodem verstoord en blijft zeer weinig ruimte om enerzijds waarnemingen te doen en anderzijds om de werkzaamheden zo uit te voeren dat het archeologische werk efficiënt uit te voeren valt.&lt;br&gt;Bovendien waren er geen aanwijzingen voor historische bebouwing ter hoogte van de wegen, waardoor er geen bewoningssporen uit de nieuwe tijd verwacht werden.&lt;/p&gt;
DOI: 10.15468/dl.yqne8n
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008947-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mznszc
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008946-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw7w7t
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulmonaria saccharata",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008948-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh44eu
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesamoides spathulifolia (Boreau) Rothm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 105 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180795-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrfyem
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spermacoce articularis L.f.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201391-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xft4z2
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Euterpe precatoria Mart.",
 "Year 2013-2023"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281339-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpfcmc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kudoacanthus albonervosus Hosok.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201396-220831081235567/datasets/export for details.
DOI: 10.15468/dl.kcwqgz
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipiter nisus (Linnaeus, 1758)",
 "Year 1990-2022"
 ]
}

 The dataset's 1 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234480-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctsw8x
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypochaeris tropicalis Cabrera"
 ]
}

 The dataset includes 63 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251215-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.282a3x
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lagidium viscacia (Molina, 1782)"
 ]
}

 The dataset includes 217 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180807-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7j7yb
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.82028 16.36926,-94.40636 16.36926,-94.40636 18.02791,-97.82028 18.02791,-97.82028 16.36926))",
 "HasCoordinate is true",
 "TaxonKey is Porthidium dunni (Hartweg & Oliver, 1938)"
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281245-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyswqt
title: Occurrence Download

description: A dataset containing 820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.25_1",
 "TaxonKey is Felidae"
 ]
}

 The dataset includes 820 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180809-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejys87
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebeclinium hylophorbum (B.L.Rob.) R.M.King & H.Rob."
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237675-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgh47y
title: Occurrence Download

description: A dataset containing 22783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio vernalis Waldst. & Kit.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22783 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180811-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sabjp
title: Occurrence Download

description: A dataset containing 1158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebecarpa barbeyana (Chodat) J.R.Abbott"
 ]
}

 The dataset includes 1158 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237649-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryd62e
title: Occurrence Download

description: A dataset containing 110205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ramphocelus dimidiatus Lafresnaye, 1837"
 ]
}

 The dataset includes 110205 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281253-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6brrt
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leiobunum japonicum Müller, 1914",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184802-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfzku9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebeclinium frontinoense S.Díaz & G.P.Méndez"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237667-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p399t8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kallitaxila sinica (Walker, 1851)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184835-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9sgpz
title: Occurrence Download

description: A dataset containing 2616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucas martinicensis (Jacq.) R.Br."
 ]
}

 The dataset includes 2616 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008522-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzypq2
title: Occurrence Download

description: A dataset containing 2257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phibalura flavirostris Vieillot, 1816"
 ]
}

 The dataset includes 2257 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007027-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t474x
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Crithagra koliensis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 171 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068378-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egy7sp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barleria cristata L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201393-220831081235567/datasets/export for details.
DOI: 10.15468/dl.u3qymc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucas minutiflora Bramley"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008527-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvjqx6
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strobocalyx solanifolia (Benth.) Sch.Bip."
 ]
}

 The dataset includes 264 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232605-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.