cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18453803
title: ПЕРСПЕКТИВЫ РАЗВИТИЯ ЦИФРОВОЙ ЭКОНОМИКИ В УЗБЕКИСТАНЕ

description: В данной статье научно анализируются этапы формирования цифровой экономики в Узбекистане, её современное состояние и перспективы развития. Глубоко изучается влияние процессов цифровой трансформации на экономический рост, эффективность государственного управления, конкурентоспособность предпринимательской среды и качество социальных услуг. В статье рассматриваются расширение цифровой инфраструктуры, совершенствование системы электронного правительства, развитие финтех-технологий и процессы внедрения искусственного интеллекта в отрасли экономики на основе научного подхода.
DOI: 10.5281/zenodo.18453802
title: ПЕРСПЕКТИВЫ РАЗВИТИЯ ЦИФРОВОЙ ЭКОНОМИКИ В УЗБЕКИСТАНЕ

description: В данной статье научно анализируются этапы формирования цифровой экономики в Узбекистане, её современное состояние и перспективы развития. Глубоко изучается влияние процессов цифровой трансформации на экономический рост, эффективность государственного управления, конкурентоспособность предпринимательской среды и качество социальных услуг. В статье рассматриваются расширение цифровой инфраструктуры, совершенствование системы электронного правительства, развитие финтех-технологий и процессы внедрения искусственного интеллекта в отрасли экономики на основе научного подхода.
DOI: 10.15468/dl.hgtms3
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptaeroxylon obliquum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 270 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006361-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18453710
title: The benchmark datasets of TDFold
DOI: 10.5281/zenodo.18453711
title: The benchmark datasets of TDFold
DOI: 10.5281/zenodo.18453816
title: ACADEMIC BURNOUT AMONG UNIVERSITY STUDENTS: CAUSES, CONSEQUENCES, AND PREVENTION STRATEGIES
DOI: 10.5281/zenodo.18453818
title: ACADEMIC BURNOUT AMONG UNIVERSITY STUDENTS: CAUSES, CONSEQUENCES, AND PREVENTION STRATEGIES
DOI: 10.5281/zenodo.18453813
title: NUTQIY QOBILIYATLARNI RIVOJLANTIRISH BO'YICHA DASTLABKI TAHLILLAR

description: Mazkur maqolada nutqiy qobiliyatlarni rivojlantirish bo‘yicha dastlabki tahlillar yoritilgan. Tadqiqotlar nutqiy ko‘nikmalarni shakllantirishdagi asosiy omillar – so‘z boyligi, talaffuz, mantiqiy fikrlash va tinglovchi bilan muloqot qilish ko‘nikmalarini aniqlashga qaratilgan. Maqolada amaliy mashqlar, interaktiv metodlar va jamoaviy muhokamalar orqali nutqiy qobiliyatlarni rivojlantirishning samarali usullari tahlil qilingan. Tadqiqot natijalari ta’lim jarayonlari, kasbiy tayyorgarlik va shaxsiy rivojlanish uchun asosiy ilmiy ma’lumotlarni taqdim etadi.
DOI: 10.5281/zenodo.18453812
title: NUTQIY QOBILIYATLARNI RIVOJLANTIRISH BO'YICHA DASTLABKI TAHLILLAR

description: Mazkur maqolada nutqiy qobiliyatlarni rivojlantirish bo‘yicha dastlabki tahlillar yoritilgan. Tadqiqotlar nutqiy ko‘nikmalarni shakllantirishdagi asosiy omillar – so‘z boyligi, talaffuz, mantiqiy fikrlash va tinglovchi bilan muloqot qilish ko‘nikmalarini aniqlashga qaratilgan. Maqolada amaliy mashqlar, interaktiv metodlar va jamoaviy muhokamalar orqali nutqiy qobiliyatlarni rivojlantirishning samarali usullari tahlil qilingan. Tadqiqot natijalari ta’lim jarayonlari, kasbiy tayyorgarlik va shaxsiy rivojlanish uchun asosiy ilmiy ma’lumotlarni taqdim etadi.
DOI: 10.15468/dl.jpmuxn
title: Occurrence Download

description: A dataset containing 14755028 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NSW BioNet Atlas"
 ]
}

 The dataset includes 14755028 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006354-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxr5f8
title: Occurrence Download

description: A dataset containing 3742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptelea trifoliata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3742 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006362-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18453833
title: QASHQADARYO VILOYATIDA XORIJIY INVESTITSIYALARDAN FOYDALANISH SAMARADORLIGI TAHLILI

description: Ushbu maqolada Qashqadaryo viloyatida xorijiy investitsiyalardan foydalanish samaradorligi tahlili o`rganilgan va yoritilgan.
DOI: 10.5281/zenodo.18453834
title: QASHQADARYO VILOYATIDA XORIJIY INVESTITSIYALARDAN FOYDALANISH SAMARADORLIGI TAHLILI

description: Ushbu maqolada Qashqadaryo viloyatida xorijiy investitsiyalardan foydalanish samaradorligi tahlili o`rganilgan va yoritilgan.
DOI: 10.15468/dl.hztre3
title: Occurrence Download

description: A dataset containing 3598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eysenhardtia polystachya"
 ]
}

 The dataset includes 3598 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006363-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcjd5f
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raputia ulei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 82 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006364-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18290220
title: Data for: Network structure of depression and anxiety symptoms with psychosocial factors among Chinese women with primary infertility: A multi-center cross-sectional study

description: This dataset contains the data used in the manuscript titled "Network structure of depression and anxiety symptoms with psychosocial factors among Chinese women with primary infertility: A multi-center cross-sectional study".

The dataset includes questionnaire responses from Chinese women with primary infertility, covering demographic information, depression and anxiety symptoms, and psychosocial factors.

Due to the sensitive nature of the data, access is restricted. Researchers who wish to use this dataset should submit an access request with a brief description of their intended use. Requests will be reviewed by the corresponding author.
DOI: 10.5281/zenodo.18453822
title: Data for: Network structure of depression and anxiety symptoms with psychosocial factors among Chinese women with primary infertility: A multi-center cross-sectional study

description: This dataset contains the data used in the manuscript titled "Network structure of depression and anxiety symptoms with psychosocial factors among Chinese women with primary infertility: A multi-center cross-sectional study".

The dataset includes questionnaire responses from Chinese women with primary infertility, covering demographic information, depression and anxiety symptoms, and psychosocial factors.

Due to the sensitive nature of the data, access is restricted. Researchers who wish to use this dataset should submit an access request with a brief description of their intended use. Requests will be reviewed by the corresponding author.
DOI: 10.5281/zenodo.18453852
title: KICHIK BIZNES VA XUSUSIY TADBIRKORLIKNI RIVOJLANTIRISH ISTIQBOLLARI (SAMARQAND  VILOYATI MISOLIDA)

description: Kichik biznes va xususiy tadbirkorlik milliy iqtisodiyotning barqaror rivojlanishida muhim rol o‘ynaydi. Samarqand viloyati misolida o‘tkazilgan tahlillar shuni ko‘rsatadiki, kichik korxonalar iqtisodiy faollikni oshirish, yangi ish o‘rinlarini yaratish va innovatsion loyihalarni qo‘llab-quvvatlash orqali mintaqaning ijtimoiy-iqtisodiy salohiyatini rivojlantirishda muhim ahamiyatga ega. Ushbu maqolada viloyatdagi kichik biznesning mavjud holati, rivojlanish imkoniyatlari, yuzaga kelayotgan to‘siqlar va ularni bartaraf etish strategiyalari o‘rganilgan. Tahlillar shuni ko‘rsatadiki, xususiy tadbirkorlikni qo‘llab-quvvatlash siyosati, moliyaviy vositalar va treninglar tizimi samaradorligini oshirishi mumkin. Shu bilan birga, viloyatning geografik joylashuvi, infratuzilma va raqobat muhiti tadbirkorlikni rivojlantirishda qo‘shimcha imkoniyatlar yaratadi. Tadqiqot natijalari mintaqaviy iqtisodiy rivojlanish strategiyalarini ishlab chiqishda, shuningdek, kichik biznesni yanada barqaror qilish va yangi ish o‘rinlari yaratishda amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18453853
title: KICHIK BIZNES VA XUSUSIY TADBIRKORLIKNI RIVOJLANTIRISH ISTIQBOLLARI (SAMARQAND  VILOYATI MISOLIDA)

description: Kichik biznes va xususiy tadbirkorlik milliy iqtisodiyotning barqaror rivojlanishida muhim rol o‘ynaydi. Samarqand viloyati misolida o‘tkazilgan tahlillar shuni ko‘rsatadiki, kichik korxonalar iqtisodiy faollikni oshirish, yangi ish o‘rinlarini yaratish va innovatsion loyihalarni qo‘llab-quvvatlash orqali mintaqaning ijtimoiy-iqtisodiy salohiyatini rivojlantirishda muhim ahamiyatga ega. Ushbu maqolada viloyatdagi kichik biznesning mavjud holati, rivojlanish imkoniyatlari, yuzaga kelayotgan to‘siqlar va ularni bartaraf etish strategiyalari o‘rganilgan. Tahlillar shuni ko‘rsatadiki, xususiy tadbirkorlikni qo‘llab-quvvatlash siyosati, moliyaviy vositalar va treninglar tizimi samaradorligini oshirishi mumkin. Shu bilan birga, viloyatning geografik joylashuvi, infratuzilma va raqobat muhiti tadbirkorlikni rivojlantirishda qo‘shimcha imkoniyatlar yaratadi. Tadqiqot natijalari mintaqaviy iqtisodiy rivojlanish strategiyalarini ishlab chiqishda, shuningdek, kichik biznesni yanada barqaror qilish va yangi ish o‘rinlari yaratishda amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18453850
title: SOCIO-PSYCHOLOGICAL FACTORS IN DEVELOPING THE CREATIVITY OF PRIMARY STUDENTS
DOI: 10.5281/zenodo.18453851
title: SOCIO-PSYCHOLOGICAL FACTORS IN DEVELOPING THE CREATIVITY OF PRIMARY STUDENTS
DOI: 10.15468/dl.guynbg
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raputiarana heptaphylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 108 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006365-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj8p66
title: Occurrence Download

description: A dataset containing 2717 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senna wislizeni"
 ]
}

 The dataset includes 2717 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006366-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18453865
title: ГОСУДАРСТВЕННО-ЧАСТНОЕ ПАРТНЁРСТВО

description: В условиях глобализации и ограниченности государственных ресурсов государственно-частное партнёрство (ГЧП) становится одним из ключевых инструментов устойчивого социально-экономического развития. В статье рассматривается сущность государственно-частного партнёрства, его основные формы, принципы и преимущества. Особое внимание уделяется роли ГЧП в развитии инфраструктуры, социальной сферы и повышении качества государственных услуг. Анализируются зарубежный и национальный опыт реализации проектов ГЧП, а также проблемы и перспективы их дальнейшего развития. Обосновывается необходимость совершенствования институциональной и правовой базы для повышения эффективности партнёрства между государством и частным сектором.
DOI: 10.5281/zenodo.18453866
title: ГОСУДАРСТВЕННО-ЧАСТНОЕ ПАРТНЁРСТВО

description: В условиях глобализации и ограниченности государственных ресурсов государственно-частное партнёрство (ГЧП) становится одним из ключевых инструментов устойчивого социально-экономического развития. В статье рассматривается сущность государственно-частного партнёрства, его основные формы, принципы и преимущества. Особое внимание уделяется роли ГЧП в развитии инфраструктуры, социальной сферы и повышении качества государственных услуг. Анализируются зарубежный и национальный опыт реализации проектов ГЧП, а также проблемы и перспективы их дальнейшего развития. Обосновывается необходимость совершенствования институциональной и правовой базы для повышения эффективности партнёрства между государством и частным сектором.
DOI: 10.15468/dl.fwqe8x
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raputiarana subsigmoidea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 60 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006367-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18453882
title: SUN'IY INTELLEKT VA MASHINA TARJIMASINING INSON TARJIMONIGA TA'SIRI

description: Mazkur maqolada sun’iy intellekt texnologiyalarining rivojlanishi va mashina tarjimasining keng qo‘llanilishi natijasida inson tarjimonining kasbiy faoliyatida yuz berayotgan o‘zgarishlar tahlil qilinadi. Tadqiqot jarayonida zamonaviy mashina tarjimasi tizimlarining lingvistik imkoniyatlari, ularning afzallik va cheklovlari hamda inson tarjimoni bilan o‘zaro hamkorlik mexanizmlari ko‘rib chiqiladi.  Sun’iy    intellekt asosidagi tarjima vositalarining tarjima sifati, tezligi va iqtisodiy samaradorligiga ta’siri baholanadi. Maqolada inson tarjimonining ijodiy, madaniy va pragmatik kompetensiyalarining sun’iy intellekt bilan to‘liq almashtirilmasligi asoslab beriladi hamda tarjimon kasbining transformatsiyasi, post-tahrir (post-editing) jarayonining ahamiyati yoritiladi. Tadqiqot natijalari tarjimashunoslikda sun’iy intellekt va inson omili o‘rtasidagi muvozanatni belgilashga xizmat qiladi.
DOI: 10.5281/zenodo.18453881
title: SUN'IY INTELLEKT VA MASHINA TARJIMASINING INSON TARJIMONIGA TA'SIRI

description: Mazkur maqolada sun’iy intellekt texnologiyalarining rivojlanishi va mashina tarjimasining keng qo‘llanilishi natijasida inson tarjimonining kasbiy faoliyatida yuz berayotgan o‘zgarishlar tahlil qilinadi. Tadqiqot jarayonida zamonaviy mashina tarjimasi tizimlarining lingvistik imkoniyatlari, ularning afzallik va cheklovlari hamda inson tarjimoni bilan o‘zaro hamkorlik mexanizmlari ko‘rib chiqiladi.  Sun’iy    intellekt asosidagi tarjima vositalarining tarjima sifati, tezligi va iqtisodiy samaradorligiga ta’siri baholanadi. Maqolada inson tarjimonining ijodiy, madaniy va pragmatik kompetensiyalarining sun’iy intellekt bilan to‘liq almashtirilmasligi asoslab beriladi hamda tarjimon kasbining transformatsiyasi, post-tahrir (post-editing) jarayonining ahamiyati yoritiladi. Tadqiqot natijalari tarjimashunoslikda sun’iy intellekt va inson omili o‘rtasidagi muvozanatni belgilashga xizmat qiladi.
DOI: 10.15468/dl.ssuzkk
title: Occurrence Download

description: A dataset listing the 47 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia tithymaloides"
 ]
}

 The dataset's 47 records were derived from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006360-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaergg
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Xeno-canto - Bird sounds from around the world, Field Museum of Natural History (Zoology) Bird Collection, Coleção de Aves do Museu Nacional / UFRJ)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatrix"
 ]
}

 The dataset includes 502 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003732-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrrh9k
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Luscinia megarhynchos",
 "Year 1900-1990"
 ]
}

 The dataset includes 1041 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003733-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3asga
title: Occurrence Download

description: A dataset containing 17061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytolacca icosandra"
 ]
}

 The dataset includes 17061 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003734-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd6t2f
title: Occurrence Download

description: A dataset containing 962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Luscinia megarhynchos",
 "Year 2006-2006"
 ]
}

 The dataset includes 962 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003736-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18445551
title: From GPT-4 to GPT-5 The Impact of LLM Generation on Spanish Chat Interactions

description: This repository contains the data, configurations, and statistical analysis outputs for the empirical study on how different LLM generations impact human-AI interaction in foreign language learning

# 01_Technical_SetupThis folder contains the technical configurations for the Conversational Agents exported as JSON files from the Flowise platform.- System Prompts: Full metaprompt instructions for the personas Carla, Samir, and Ramirez.- Model Parameters: API settings including specific version bindings for the research.- Model Versions: Configurations for OpenAI gpt-4-0613, gpt-4-turbo-2024-04-09, and gpt-5-2025-08-07.

# 02a_Raw_Chatlogs.xlsxThis file contains the anonymized chat corpus used for linguistic analysis.* Scope: 159 conversations with a total of 2,007 messages.* Data Privacy: All participant names and identifying details have been pseudonymized.

# 02b_User_Ratings.xlsxThis file contains the subjective evaluations provided by the participants.* Sample Size: 144 complete evaluations from 48 participants.* Scale: Scores range from 1 (very good) to 5 (very bad).

# 03_Analysis_OutputsThis folder contains the results of the Mixed Model Analysis (MLA) exported from SPSS.* Formal Metrics (RQ1): Frequency analysis for emojis, exclamation marks, and question marks.* Behavioral Engagement (RQ2): Analysis of conversation duration, response latency, and character counts.* Perceived Quality (RQ3): Statistical comparisons of user scores across model generations.Files:    - conv_duration.pdf = coun_characters_message_LLM.pdf    - count_characters_message_user.pdf    - count_emoji_LLM.pdf    - count_emoji_user.pdf    - count_exclamation_marks_LLM.pdf    - count_exclamation_marks_user.pdf    - count_question_marks_LLM.pdf    - count_question_marks_user.pdf    - rating_result.pdf

## Study Methodology

* Framework: Task-Based Language Teaching (TBLT) using an "opinion-gap" negotiation scenario.* Design: Within-subject design where each participant interacted with all three LLM versions.* Population: Students from German secondary schools (8th & 12th grade) and university-level learners (B1/B2).

## License and CitationThese data are provided for replication and transparency purposes in Open Science.* Citation: Please cite the original paper: "Fahnroth, Felix (2027) "From GPT-4 to GPT-5: The Impact of LLM Generation on Spanish Chat Interactions."
DOI: 10.5281/zenodo.18445552
title: From GPT-4 to GPT-5 The Impact of LLM Generation on Spanish Chat Interactions

description: This repository contains the data, configurations, and statistical analysis outputs for the empirical study on how different LLM generations impact human-AI interaction in foreign language learning

# 01_Technical_SetupThis folder contains the technical configurations for the Conversational Agents exported as JSON files from the Flowise platform.- System Prompts: Full metaprompt instructions for the personas Carla, Samir, and Ramirez.- Model Parameters: API settings including specific version bindings for the research.- Model Versions: Configurations for OpenAI gpt-4-0613, gpt-4-turbo-2024-04-09, and gpt-5-2025-08-07.

# 02a_Raw_Chatlogs.xlsxThis file contains the anonymized chat corpus used for linguistic analysis.* Scope: 159 conversations with a total of 2,007 messages.* Data Privacy: All participant names and identifying details have been pseudonymized.

# 02b_User_Ratings.xlsxThis file contains the subjective evaluations provided by the participants.* Sample Size: 144 complete evaluations from 48 participants.* Scale: Scores range from 1 (very good) to 5 (very bad).

# 03_Analysis_OutputsThis folder contains the results of the Mixed Model Analysis (MLA) exported from SPSS.* Formal Metrics (RQ1): Frequency analysis for emojis, exclamation marks, and question marks.* Behavioral Engagement (RQ2): Analysis of conversation duration, response latency, and character counts.* Perceived Quality (RQ3): Statistical comparisons of user scores across model generations.Files:    - conv_duration.pdf = coun_characters_message_LLM.pdf    - count_characters_message_user.pdf    - count_emoji_LLM.pdf    - count_emoji_user.pdf    - count_exclamation_marks_LLM.pdf    - count_exclamation_marks_user.pdf    - count_question_marks_LLM.pdf    - count_question_marks_user.pdf    - rating_result.pdf

## Study Methodology

* Framework: Task-Based Language Teaching (TBLT) using an "opinion-gap" negotiation scenario.* Design: Within-subject design where each participant interacted with all three LLM versions.* Population: Students from German secondary schools (8th & 12th grade) and university-level learners (B1/B2).

## License and CitationThese data are provided for replication and transparency purposes in Open Science.* Citation: Please cite the original paper: "Fahnroth, Felix (2027) "From GPT-4 to GPT-5: The Impact of LLM Generation on Spanish Chat Interactions."
DOI: 10.15468/dl.bkrvnz
title: Occurrence Download

description: A dataset containing 30652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus pardalis"
 ]
}

 The dataset includes 30652 records from 379 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003737-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18445563
title: Design And Implementation Of The G-80 Ai Pro: A 2026 Framework For Multi-Modal Embedded Intelligence