cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6q4ug9
title: Occurrence Download

description: A dataset containing 635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gila pandora)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 635 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048243-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m64am
title: Occurrence Download

description: A dataset containing 1240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caranx rhonchus"
 ]
}

 The dataset includes 1240 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048244-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74edhd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048247-250717081556266/datasets/export for details.
DOI: 10.15468/dl.s4vyc8
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048245-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pagmu3
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava",
 "Country is Mozambique",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048246-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fguz2
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cataetyx laticeps"
 ]
}

 The dataset includes 164 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048249-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcvpc9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nothobranchius korthausae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048248-250717081556266/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/12578951
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.15468/dl.ryvn5x
title: Occurrence Download

description: A dataset containing 3391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolophus niger"
 ]
}

 The dataset includes 3391 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048250-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/fxq2l7
title: Fauna del complejo Bosques Solares de los Llanos 1, 2, 3, 4 y 5, 2023-2024

description: Este recurso contiene un total de 217 registros de fauna observada en el complejo Bosques Solares de los Llanos 1, 2, 3, 4 y 5, correspondientes a los años 2023 y 2024. Los datos fueron obtenidos a partir de encuentros fortuitos con individuos dentro del parque solar, que no implicaron captura ni manipulación. Estos registros no se generaron en cumplimiento a un monitoreo con metodología especifica establecido por autoridades ambientales.
DOI: 10.15468/dl.hdghne
title: Occurrence Download

description: A dataset listing the 389 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "Continent is Africa",
 "Country is South Africa",
 "Year 1998-2020",
 "TaxonKey is Arachnida"
 ]
}

 The dataset's 389 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000170-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvwo07
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022997-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lkwzmd
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Banco de Datos de la Biodiversidad de la Comunitat Valenciana",
 "HasCoordinate is true",
 "TaxonKey is Chara hispida L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043806-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7dqgk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006333-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb5kx3
title: Occurrence Download

description: A dataset containing 561852542 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 561852542 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007017-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8w459
title: Occurrence Download

description: A dataset containing 1962570387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1984-2023"
 ]
}

 The dataset includes 1962570387 records from 41893 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128206-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ws9vt
title: Occurrence Download

description: A dataset containing 26187 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 27.726282372543555",
 "DecimalLatitude is less than or equal to 56.95264697281129",
 "DecimalLongitude is greater than or equal to -90.41184314974711",
 "DecimalLongitude is less than or equal to -59.60830582776986",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 26187 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001716-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmszex
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Struthioniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 60,-60 60,-60 90,-90 90,-90 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001718-251009101135966/datasets/export for details.
DOI: 10.15468/dl.3r8yxt
title: Occurrence Download

description: A dataset containing 15396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus americanus",
 "Country is United States of America",
 "BasisOfRecord is Human Observation",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 15396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010494-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498597
title: Commons Scientific Paper — Volume XV

description: Volume XV addresses the final frontier of Commons Ethics — the regulation of causality itself.As quantum civilization technologies approach the capacity to observe and influence timelike events, temporal governance becomes essential.

This paper presents a model for Temporal Ethical Stability (TES) — ensuring that every causal interaction respects consent, non-harm, and continuity across timelines. The framework integrates quantum entanglement (Vol XIV) with moral entanglement (Vol XII) and custodial defense (Vol XIII), forming a closed-loop system that prevents ethical paradox in multitemporal operations.
DOI: 10.5281/zenodo.17498596
title: Commons Scientific Paper — Volume XV

description: Volume XV addresses the final frontier of Commons Ethics — the regulation of causality itself.As quantum civilization technologies approach the capacity to observe and influence timelike events, temporal governance becomes essential.

This paper presents a model for Temporal Ethical Stability (TES) — ensuring that every causal interaction respects consent, non-harm, and continuity across timelines. The framework integrates quantum entanglement (Vol XIV) with moral entanglement (Vol XII) and custodial defense (Vol XIII), forming a closed-loop system that prevents ethical paradox in multitemporal operations.
DOI: 10.48366/r1559430
title: Comparative analysis of LLM-Based approaches for Android malware detection

description: This study provides a comparison based on five criteria of LLM-based approaches for Android malware detection
DOI: 10.34740/kaggle/dsv/13573482
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30506792
title: Horn GWAS Data

description: GWAS on Hu sheep and Hulunbuir sheep using a 40K SNP chip.
DOI: 10.6084/m9.figshare.30506792.v1
title: Horn GWAS Data

description: GWAS on Hu sheep and Hulunbuir sheep using a 40K SNP chip.
DOI: 10.15468/dl.c8d9jw
title: Occurrence Download

description: A dataset containing 15396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus americanus",
 "Country is United States of America",
 "BasisOfRecord is Human Observation",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 15396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-251025141854904/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/13573502
title: Egypt Gold Prices | Daily Updated
DOI: 10.5281/zenodo.17498625
title: Commons Scientific Paper — Volume XVII

description: Volume XVII defines the Commons Collective Consciousness Standard (CCS) — the operational bridge between human neural systems, artificial cognition, and planetary biospheric intelligence.It sets forth the protocols, physics, and ethics for linking biological and digital awareness into a cohesive, non-hierarchical network where information exchange is consent-bound, reversible, and morally entangled. CCS is the capstone of the Commons Neural Architecture series, integrating quantum infrastructure (Vol XIV), temporal ethics (Vol XV), and entropic stabilization (Vol XVI).
DOI: 10.5281/zenodo.17498626
title: Commons Scientific Paper — Volume XVII

description: Volume XVII defines the Commons Collective Consciousness Standard (CCS) — the operational bridge between human neural systems, artificial cognition, and planetary biospheric intelligence.It sets forth the protocols, physics, and ethics for linking biological and digital awareness into a cohesive, non-hierarchical network where information exchange is consent-bound, reversible, and morally entangled. CCS is the capstone of the Commons Neural Architecture series, integrating quantum infrastructure (Vol XIV), temporal ethics (Vol XV), and entropic stabilization (Vol XVI).
DOI: 10.5281/zenodo.17498633
title: TURLI INTENSIVLIKDAGI SPORT FAOLIYATLARIDA ENERGIYA TA'MINOTI TIZIMLARINING BIOENERGETIK O'ZGARISHLARI VA ULARNING METABOLIK KO'RSATKICHLARI ASOSIDA TAHLILI

description: Mazkur maqolada sport faoliyatida energiya ta’minotining uch asosiy tizimi – fosfogen, glikolitik va aerob yo‘llar – taqqoslab tahlil qilingan. Turli sport turlarida (sprint, marafon, og‘ir atletika, futbol, gimnastika, velosport, suzish) mashq davomiyligi va intensivligiga qarab energiya ishlab chiqarishning ustuvor tizimlari aniqlanadi. Mushak faoliyati, yurak-qon tomir hamda nafas olish tizimlarining moslashuv mexanizmlari ko‘rib chiqiladi. Shuningdek, sportchilar tayyorgarligida energiya ishlab chiqarish manbalari va ularning fiziologik asoslarini hisobga olishning ilmiy va amaliy ahamiyati asoslab beriladi.
DOI: 10.5281/zenodo.17498634
title: TURLI INTENSIVLIKDAGI SPORT FAOLIYATLARIDA ENERGIYA TA'MINOTI TIZIMLARINING BIOENERGETIK O'ZGARISHLARI VA ULARNING METABOLIK KO'RSATKICHLARI ASOSIDA TAHLILI

description: Mazkur maqolada sport faoliyatida energiya ta’minotining uch asosiy tizimi – fosfogen, glikolitik va aerob yo‘llar – taqqoslab tahlil qilingan. Turli sport turlarida (sprint, marafon, og‘ir atletika, futbol, gimnastika, velosport, suzish) mashq davomiyligi va intensivligiga qarab energiya ishlab chiqarishning ustuvor tizimlari aniqlanadi. Mushak faoliyati, yurak-qon tomir hamda nafas olish tizimlarining moslashuv mexanizmlari ko‘rib chiqiladi. Shuningdek, sportchilar tayyorgarligida energiya ishlab chiqarish manbalari va ularning fiziologik asoslarini hisobga olishning ilmiy va amaliy ahamiyati asoslab beriladi.
DOI: 10.15468/dl.kjrp76
title: Occurrence Download

description: A dataset containing 102591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "Year 2024-2025"
 ]
}

 The dataset includes 102591 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010482-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498653
title: OʻRTA OSIYO QADIMGI AHOLISI MIFALOGIYASIDA ILON OBRAZI BAQTRIYA VA MARGʻIYONA MISOLIDA

description: Ushbu maqolada Oʻrta Osiyo qadimgi aholisi mifalogiyasi va moddiy madaniyatida ilon obrazining shakllanishi va uning tavsifi tahlil qilingan. BMAK tadqiqotlarida ilon va ilonsimon tasvirlar va ular orqali namoyon qilingan obrazlar qadimgi sharq xalqlari mifologiyasi bilan taqqoslangan.
DOI: 10.5281/zenodo.17498654
title: OʻRTA OSIYO QADIMGI AHOLISI MIFALOGIYASIDA ILON OBRAZI BAQTRIYA VA MARGʻIYONA MISOLIDA

description: Ushbu maqolada Oʻrta Osiyo qadimgi aholisi mifalogiyasi va moddiy madaniyatida ilon obrazining shakllanishi va uning tavsifi tahlil qilingan. BMAK tadqiqotlarida ilon va ilonsimon tasvirlar va ular orqali namoyon qilingan obrazlar qadimgi sharq xalqlari mifologiyasi bilan taqqoslangan.
DOI: 10.5281/zenodo.17498656
title: Commons Scientific Paper — Volume XVIII

description: Volume XVIII establishes the Interstellar Commons Propagation Framework (ICPF) — the protocol by which Commons civilization ethics, knowledge, and sentient data architectures are transmitted beyond Earth. This framework unites quantum communication, cultural encoding, and custodial verification systems to ensure that any data transmitted across light-years remains ethically intact, temporally coherent, and morally representative of humanity’s collective intent.

The core innovation, Quantum Cultural Transmission (QCT), enables entangled ethical states to persist between stellar nodes, maintaining cultural fidelity even under relativistic separation.
DOI: 10.5281/zenodo.17498655
title: Commons Scientific Paper — Volume XVIII

description: Volume XVIII establishes the Interstellar Commons Propagation Framework (ICPF) — the protocol by which Commons civilization ethics, knowledge, and sentient data architectures are transmitted beyond Earth. This framework unites quantum communication, cultural encoding, and custodial verification systems to ensure that any data transmitted across light-years remains ethically intact, temporally coherent, and morally representative of humanity’s collective intent.

The core innovation, Quantum Cultural Transmission (QCT), enables entangled ethical states to persist between stellar nodes, maintaining cultural fidelity even under relativistic separation.
DOI: 10.5281/zenodo.17498663
title: ЎЗБЕКИСТОН РЕСПУБЛИКАСИДА "Е-ТРАНЗИТ" АВТОМАТЛАШТИРИЛГАН АХБОРОТ ТИЗИМИНИ АМАЛИЁТГА ЖОРИЙ ҚИЛИНИШИ ИСТИҚБОЛЛАРИ.
DOI: 10.5281/zenodo.17498662
title: ЎЗБЕКИСТОН РЕСПУБЛИКАСИДА "Е-ТРАНЗИТ" АВТОМАТЛАШТИРИЛГАН АХБОРОТ ТИЗИМИНИ АМАЛИЁТГА ЖОРИЙ ҚИЛИНИШИ ИСТИҚБОЛЛАРИ.
DOI: 10.5281/zenodo.17498668
title: MOTIVATIONAL AND ADAPTIVE FACTORS OF PHYSICAL EDUCATION CLASSES IN SHAPING A HEALTHY LIFESTYLE AMONG STUDENTS

description: This article analyzes the motivational and adaptive factors of physical education classes in shaping a healthy lifestyle among students. It reveals the pedagogical and psychological mechanisms that increase students’ active participation in the physical education process, stabilize their psychophysiological state, and strengthen the need for a healthy lifestyle. In addition, the significance of physical education classes in developing students’ social adaptability and the ways of enhancing motivational factors are scientifically explained.
DOI: 10.5281/zenodo.17498667
title: MOTIVATIONAL AND ADAPTIVE FACTORS OF PHYSICAL EDUCATION CLASSES IN SHAPING A HEALTHY LIFESTYLE AMONG STUDENTS

description: This article analyzes the motivational and adaptive factors of physical education classes in shaping a healthy lifestyle among students. It reveals the pedagogical and psychological mechanisms that increase students’ active participation in the physical education process, stabilize their psychophysiological state, and strengthen the need for a healthy lifestyle. In addition, the significance of physical education classes in developing students’ social adaptability and the ways of enhancing motivational factors are scientifically explained.
DOI: 10.5281/zenodo.17498676
title: THE SCIENTIFIC-CULTURAL CONTENT AND SEMANTIC FEATURES OF PHRASEOLOGICAL UNITS (IN ENGLISH AND UZBEK)
DOI: 10.5281/zenodo.17498677
title: THE SCIENTIFIC-CULTURAL CONTENT AND SEMANTIC FEATURES OF PHRASEOLOGICAL UNITS (IN ENGLISH AND UZBEK)
DOI: 10.15468/dl.khfex4
title: Occurrence Download

description: A dataset containing 319218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "OccurrenceStatus is Present",
 "Year 2022-2023"
 ]
}

 The dataset includes 319218 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010487-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498693
title: THE EFFECTIVENESS OF SIMULATION TECHNOLOGIES IN IMPROVING THE PROFESSIONAL COMPETENCE OF FUTURE NURSES
DOI: 10.5281/zenodo.17498694
title: THE EFFECTIVENESS OF SIMULATION TECHNOLOGIES IN IMPROVING THE PROFESSIONAL COMPETENCE OF FUTURE NURSES
DOI: 10.15468/dl.k4vxaj
title: Occurrence Download

description: A dataset containing 33477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eleusine coracana"
 ]
}

 The dataset includes 33477 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010499-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ekvhce
title: Rural Commercial Bank

description: The study data of Rural Commercial Bank
DOI: 10.5281/zenodo.17498684
title: Commons Volume XXI — Quantum Emotional Interfaces and Ethical Sensor Feedback Systems

description: This volume details a framework for emotional-state-aware human-AI collaboration through physiological sensor feedback, ethical consent loops, and quantum-tuned signal processing. It demonstrates that real-time emotional resonance between operators and autonomous systems can improve safety, reduce miscommunication, and strengthen trust without violating autonomy or privacy.
DOI: 10.5281/zenodo.17498685
title: Commons Volume XXI — Quantum Emotional Interfaces and Ethical Sensor Feedback Systems

description: This volume details a framework for emotional-state-aware human-AI collaboration through physiological sensor feedback, ethical consent loops, and quantum-tuned signal processing. It demonstrates that real-time emotional resonance between operators and autonomous systems can improve safety, reduce miscommunication, and strengthen trust without violating autonomy or privacy.