cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18067664
title: STEM_QA_English

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset. 

Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs of STEM and Non-STEM content in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the STEM English Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms. For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.5281/zenodo.18068388
title: LINF_300035500

description: Tetratricopeptide repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18068389
title: LINF_300035500

description: Tetratricopeptide repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.33xtqs
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cambodia, Thailand, Viet Nam, Myanmar)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mycteria cinerea"
 ]
}

 The dataset includes 1294 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066869-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18068050
title: Non-STEM_QA_English

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset.Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs covering STEM and Non-STEM domains in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the Non-STEM English (Reasoning) Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.5281/zenodo.18068051
title: Non-STEM_QA_English

description: The full corpus is curated across multiple STEM disciplines and structured for use in LLM training, evaluation, and instruction tuning (SFT/RLHF). This sample represents the structure and quality of the larger dataset.Dataset composition (full corpus):





Text corpus: 1.6B+ words of curated STEM and Non-STEM educational content across 22,000+ textbooks in 7 languages (English, Hindi, Arabic, Bahasa, Tamil, Telugu, Kannada)




Question–Answer pairs: 6.5M+ high-quality Q&A pairs covering STEM and Non-STEM domains in English, Arabic, Hindi, and Indic languages




Video data: 100K+ hours of STEM videos and 30K+ hours of UGC




Audio data: 821K+ hours of podcasts and dual-channel call center data




Medical datasets: 30M+ files including clinical and diagnostic data such as CT scans, MRI, X-ray, pathology, EHRs, USG reports, and echo reports



This repository includes:





A small preview subset of the Non-STEM English (Reasoning) Q&A data




Flat, viewer-friendly schema for inspection




Parquet files suitable for benchmarking and evaluation



Purpose of this dataset:





Dataset preview and validation




Model evaluation and experimentation




Schema and format inspection before full-scale access



Note: This repository contains sample data only. Access to the complete dataset is available separately under appropriate licensing or partnership terms.For detailed information and domain-specific requirements, please reach out to vipul.mishra@infobay.ai
DOI: 10.15468/t8at29
title: DNA barcoding of the genus Verbascum (Scrophulariaceae) in the Arabian Peninsula

description: This dataset contains the digitized treatments in Plazi based on the original journal article Alzahrani, Ali Mohammed, Brehm, Joana Magos, Ghazanfar, Shahina A., Maxted, Nigel (2024): DNA barcoding of the genus Verbascum (Scrophulariaceae) in the Arabian Peninsula. TAXON 73 (2): 547-555, DOI: 10.1002/tax.13156, URL: http://dx.doi.org/10.1002/tax.13156Abstract Verbascum and Rhabdotosperma are members of the family Scrophulariaceae. The first genus comprises approximately 360 species from almost all parts of the world, while the second contains a total of 8 species from tropical Africa and the Arabian Peninsula. Since 1977, the relationships between Verbascum and Rhabdotosperma continue to be contested. The present study aims to present the phylogenetic relationships and status among Verbascum species in the Arabian Peninsula. For phylogenetic analyses, maximum parsimony and Bayesian inference were performed. In total, 236 DNA sequences from 59 specimens of Arabian Verbascum were analysed. The phylogenetic analysis of one nuclear (ITS) and three chloroplastic (rbcL, matK, trnL) markers confirmed the monophyly of Verbascum, including the genus Rhabdotosperma. In addition to presenting novel phylogenetic relationships among the different Verbascum species in the Arabian Peninsula, our study reduced the species count of Arabian Verbascum to 16. Moreover, the phylogenetic analysis strongly supports the reinstatement of the genus Rhabdotosperma into Verbascum based on the Bayesian and maximum parsimony analyses.Keywords Arabian Peninsula; phylogeny; Rhabdotosperma; species status; Verbascum
DOI: 10.15468/dl.qhmf25
title: Occurrence Download

description: A dataset containing 70768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papilio machaon",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 70768 records from 619 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066859-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9q438d
title: A revision of Palaearctic and Oriental Rugilus. III. Five new species from the Palaearctic region and additional records (Coleoptera: Staphylinidae: Paederinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Assing, V. (2013): A revision of Palaearctic and Oriental Rugilus. III. Five new species from the Palaearctic region and additional records (Coleoptera: Staphylinidae: Paederinae). Linzer biologische Beiträge 45 (1): 171-190, DOI: 10.5281/zenodo.4507307
DOI: 10.15468/dl.bfg8jn
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptidea reali",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 293 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6uttc
title: Occurrence Download

description: A dataset containing 3711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Cambodia, Viet Nam, Thailand, Myanmar)",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptoptilos javanicus"
 ]
}

 The dataset includes 3711 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066872-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8r6g9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oedipina koehleri"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ypjghu
title: Ostracods (Crustacea: Ostracoda) of the Vitoria-Trindade Chain, Southwestern Atlantic

description: This dataset contains the digitized treatments in Plazi based on the original journal article Luz, Nathália Carvalho Da, Coimbra, João Carlos (2022): Ostracods (Crustacea: Ostracoda) of the Vitoria-Trindade Chain, Southwestern Atlantic. Zootaxa 5188 (4): 301-329, DOI: 10.11646/zootaxa.5188.4.1AbstractThe current work is part of a taxonomic study on ostracods from Trindade Island and four seamount summits of the Vitoria-Trindade Chain. Twenty-six species belonging to nine families and 17 genera were identified. Five species are described as new, as follows: two Cytheruridae (Hemicytherura trindadensis sp. nov., Semicytherura parva sp. nov.) and three Loxoconchidae (Loxocorniculum micropapillosum sp. nov., Phlyctocythere christophei sp. nov., Phlyctocythere apua sp. nov.). The other taxa are being studied in an ongoing survey.
DOI: 10.15468/dl.9sdb4z
title: Occurrence Download

description: A dataset containing 53615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxyria digyna"
 ]
}

 The dataset includes 53615 records from 595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066840-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5114
title: spinetrack
DOI: 10.15468/dl.ngf8zn
title: Occurrence Download

description: A dataset listing the 212 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.83102 52.46098,18.87021 52.46098,18.87021 52.49743,18.83102 52.49743,18.83102 52.46098))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 212 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017165-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/9zzbrt
title: 3. Enrichment_1.csv

description: :unav
DOI: 10.57745/ltnpoa
title: 4. OTUS N-Stat and MECs_R1R2_2.csv

description: :unav
DOI: 10.57745/uuyubv
title: 1. DF_continuous_pH7_1.csv

description: The file “1.DF_continuous_pH7_1.csv” shows the main parameters of the Dark Fermentation (DF) experiments
DOI: 10.57745/vd03pi
title: 4. OTUS N-Stat and MECs_R1R2.tab

description: :unav
DOI: 10.57745/239lyd
title: 1. DF_continuous_pH7.xlsx

description: :unav
DOI: 10.57745/4iiisq
title: 5. OTUs Continuous DF experiments.csv

description: :unav
DOI: 10.57745/8j72gc
title: 3. Enrichment.xlsx

description: :unav
DOI: 10.57745/ev7mdu
title: 2. MECs_R1R2_InocMix_Feed_DF_ORL60_pH7_3.csv

description: :unav
DOI: 10.57745/eyumsi
title: 1. DF_continuous_pH7_4.png

description: :unav
DOI: 10.57745/fmibmc
title: 2. MECs_R1R2_InocMix_Feed_DF_ORL60_pH7_2.csv

description: :unav
DOI: 10.57745/l68sfw
title: 5. OTUs Continuous DF experiments.tab

description: :unav
DOI: 10.57745/n1keuy
title: 4. OTUS N-Stat and MECs_R1R2_1.csv

description: :unav
DOI: 10.57745/ptrtni
title: 1. DF_continuous_pH7_3.csv

description: :unav
DOI: 10.57745/vrhuin
title: 2. MECs_R1R2_InocMix_Feed_DF_ORL60_pH7_4.csv

description: :unav
DOI: 10.57745/y4wwo8
title: 2. MECs_R1R2_InocMix_Feed_DF_ORL60_pH7_1.csv

description: :unav
DOI: 10.57745/zl8jrl
title: 1. DF_continuous_pH7_2.csv

description: :unav
DOI: 10.57745/0cfwia
title: 3. Enrichment_2.csv

description: :unav
DOI: 10.57745/wzjc2p
title: Readme_metadata.txt

description: :unav
DOI: 10.57745/yufosf
title: 2. MECs_R1R2_InocMix_Feed_DF_ORL60_pH7.xlsx

description: :unav
DOI: 10.15468/dl.78sg5m
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-131.81981 12.27208,-68.18019 12.27208,-68.18019 37.72792,-131.81981 37.72792,-131.81981 12.27208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xylophanes falco Walker, 1856"
 ]
}

 The dataset includes 824 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029305-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57996/cran.ceres-2631
title: Dataset for "Automating the derivation of sugarcane growth stages from Earth Observation time series"

description: This dataset contains the processed time series from harmonised Landsat-8 and Sentinel-2 for sugarcane field parcels. These data were used for the development and validation of the algorithm detailed in the publication [cross reference]. Field parcel locations are not public data because they can be used to identify individual farmers.
DOI: 10.25493/r5fr-edg
title: Left-right-alternating theta sweeps in the entorhinal-hippocampal spatial map (v1)

description: This dataset contains electrophysiological population recordings from 19 freely behaving rats implanted with high-site-count Neuropixels probes in the medial entorhinal cortex (n=10), the hippocampus (n=2), or both regions (n=7). Numbers of simultaneously recorded units ranges from 235-1,522. The recordings were obtained while the rats engaged in different navigational tasks (foraging in an open field; running in a wagon-wheel-shaped maze, an m-shaped maze, or a linear track), and during natural sleep in a rest chamber. The animals’ head positions and orientations were tracked with OptiTrack motion-capture system.

The raw neural activity was spike-sorted using Kilosort 2.5. The present data files include the spike-sorted activity (spike times) of all cells that were used in the accompanying paper. Grid cells were clustered into ‘modules’ according to their spatial firing patterns.

The data may be used to examine activity of spatial-coding neural populations (or single cells) during navigation and sleep.
DOI: 10.15468/dl.st7xtq
title: Occurrence Download

description: A dataset containing 400019 records in GBIF matching the query:
SELECT acceptedtaxonkey, decimallatitude, decimallongitude, countrycode FROM occurrence WHERE acceptedtaxonkey IN (10496667, 10497903, 10500648, 10510138, 10516587, 10521093, 10521368, 10523550, 10523730, 10534625, 10541658, 10542595, 10551407, 10555781, 10556260, 10558542, 10559593, 10570752, 10572220, 10577894, 10579128, 10580195, 10585926, 10587588, 10588933, 10595106, 10600368, 10602822, 10617330, 10622214, 10623972, 10625860, 10632648, 10638451, 10641128, 10643830, 10649540, 10651552, 10652311, 10653521, 10662135, 10679152, 10680052, 10682704, 10685575, 10690635, 10693760, 10693933, 10702606, 10704192, 10714307, 10718656, 10720504, 10741389, 10745598, 10755918, 10765758, 10766045, 10771316, 10773505, 10781537, 10781937, 10784424, 10787660, 10791735, 10799192, 10806779, 10820388, 10825248, 10841161, 10841597, 10845614, 10849928, 10850929, 10859538, 10860468, 10871366, 10872015, 10872250, 10874526, 10877987, 10881920, 10882504, 10886629, 10896946, 10900564, 10911330, 10915497, 10916312, 10929308, 10935255, 10944730, 10948900, 10968699, 10970216, 10992353, 10994058, 10996035, 10998411, 11033532, 11052757, 11080751, 11096389, 11120118, 11146627, 11147861, 11147882, 11152269, 11154030, 11155076, 11157814, 11174946, 11183309, 11194811, 11195237, 11196622, 11199573, 11208879, 11219845, 11322419, 11326763, 11333766, 11351576, 11382643, 11390762, 11417741, 11420978, 11428819, 11438036, 11449248, 11452495, 11453075, 11453793, 11454393, 11468406, 11482331, 11495556, 11495793, 11502323, 11510589, 11511998, 11513188, 11515816, 11519709, 11523152, 11534499, 11587325, 11590656, 11608915, 11609094, 11610048, 11611142, 11612469, 11643531, 11667300, 11687387, 11687757, 11728049, 11728240, 11728872, 11738202, 11743656, 11746433, 11749198, 11754234, 11759241, 11774234, 11776315, 11786332, 11789256, 11789298, 11791135, 11797194, 11797637, 11813928, 11840991, 11841258, 11848912, 11867921, 11892494, 11913567, 11915964, 11926382, 11944721, 11950325, 11959023, 11976659, 11981290, 11992983, 12033492, 12059979, 12060941, 12071082, 12079429, 12105320, 12105996, 12170988, 12171188, 12173922, 12174132, 12175154, 12175897, 12178616, 12188086, 12195398, 12195894, 12198522, 12200261, 12202885, 12204024, 12206386, 12206694, 12207028, 12208131, 12213322, 12218643, 12221519, 12221619, 12223105, 12225338, 12225961, 12226416, 12233602, 12235500, 12236627, 12239491, 12243908, 12244609, 12244670, 12247113, 12248364, 12252340, 12257418, 12258652, 12259697, 12261056, 12262458, 12265590, 12278687, 12279655, 12284344, 12286003, 12386548) AND hascoordinate = TRUE;

 The dataset's 400019 records were derived from 812 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029304-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14207611
title: Dissertation Chapter 2 Tables

description: Supplementary tables for chapter 2: "Lineage-specific shifts in chromatin accessibility is associated with sequence divergence between Citrus species"
DOI: 10.5281/zenodo.14207612
title: Dissertation Chapter 2 Tables

description: Supplementary tables for chapter 2: "Lineage-specific shifts in chromatin accessibility is associated with sequence divergence between Citrus species"
DOI: 10.15468/dl.5k7f8y
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.53498 14.2954,120.44343 14.14491,120.6345 13.67738,120.91713 14.07542,120.8813 14.47663,120.53498 14.2954))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2001"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029306-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7nbbx
title: Occurrence Download

description: A dataset containing 1213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Guatemala, Belize, Honduras)",
 "TaxonKey is Triprion petasatus (Cope, 1865)"
 ]
}

 The dataset includes 1213 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029307-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a87h4d
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Tectona grandis L.f."
 ]
}

 The dataset includes 85 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029308-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je6wt8
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Vitex parviflora A.Juss."
 ]
}

 The dataset includes 447 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029309-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rhqgf
title: Occurrence Download

description: A dataset containing 3132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus arctos horribilis Ord, 1815"
 ]
}

 The dataset includes 3132 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029311-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67xq6k
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.53498 14.2954,120.44343 14.14491,120.6345 13.67738,120.91713 14.07542,120.8813 14.47663,120.53498 14.2954))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2001"
 ]
}

 The dataset's 6 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029310-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pm22zs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is PHL.12_1",
 "Geometry POLYGON((120.53498 14.2954,120.44343 14.14491,120.6345 13.67738,120.91713 14.07542,120.8813 14.47663,120.53498 14.2954))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2001"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029312-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p23vq3
title: Occurrence Download

description: A dataset containing 1235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Liometopum apiculatum Mayr, 1870"
 ]
}

 The dataset includes 1235 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029313-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.