cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18622396
title: Replication Data and Code for: Measuring What Matters for Viability of Inclusive Insurance — Behavioural Diagnostics from 169 Schemes Across 38 Countries

description: Replication repository for Dror (2026), "Measuring What Matters for Viability of Inclusive Insurance: Behavioural Diagnostics from 169 Schemes Across 38 Countries," submitted to the Geneva Papers on Risk and Insurance — Issues and Practice, Special Issue on Inclusive Insurance.

This repository contains all data and code needed to reproduce every statistical result, table, and figure in the manuscript. A single R script (replicate_all.R) reproduces all findings from the source data with no manual steps. The script verifies each result against the manuscript using automated assertions (stopifnot) that halt execution if any number does not match.

DATASETS:- schemes_dataset.csv: 169 named community health insurance (CHI) schemes across 38 countries, with country-level trust measurements and sustainability outcomes—source: Trust_as_Commons v1.0 (Zenodo record 18244575).- COMPLETE_274_ORGANIZATIONS_FINAL.csv: 274 organisations at three governance scales (community, local, regional) across five continents, with continuous consensus measurements and success outcomes. Source: Consensus Thresholds repository (Zenodo record 17219731).- countries_dataset.csv: 216 countries with trust data availability and scheme counts.- trust_data_sources.csv: Survey attribution for each country's trust measurement (World Values Survey, Afrobarometer, Asian Barometer, Wellcome Global Monitor).

KEY FINDINGS REPLICATED:- Trust threshold at 15% generalised trust: OR = 4.93 (Fisher's exact, 95% CI: 2.15–11.64, p < 0.001)- Consensus threshold at C = 0.55: OR = 4.27 (Fisher's exact, p < 0.001)- Scale determines achievable consensus: eta-squared = 71.3%, F = 337, p < 1e-16- Consensus predicts success after controlling for scale: likelihood ratio test p = 0.005- Regional heterogeneity: consensus significant in Africa (p = 0.030) and Europe (p = 0.048) at local scale, absent in Asia (p = 0.919)

DOCUMENTATION:- README.md: Quick start instructions, repository contents, methodology notes- CODEBOOK.md: Complete data dictionary for all variables in all files- LICENSE: CC BY 4.0

REQUIREMENTS: R >= 4.1; ggplot2 for figures (statistical replication uses base R only).
DOI: 10.5281/zenodo.18622395
title: Replication Data and Code for: Measuring What Matters for Viability of Inclusive Insurance — Behavioural Diagnostics from 169 Schemes Across 38 Countries

description: Replication repository for Dror (2026), "Measuring What Matters for Viability of Inclusive Insurance: Behavioural Diagnostics from 169 Schemes Across 38 Countries," submitted to the Geneva Papers on Risk and Insurance — Issues and Practice, Special Issue on Inclusive Insurance.

This repository contains all data and code needed to reproduce every statistical result, table, and figure in the manuscript. A single R script (replicate_all.R) reproduces all findings from the source data with no manual steps. The script verifies each result against the manuscript using automated assertions (stopifnot) that halt execution if any number does not match.

DATASETS:- schemes_dataset.csv: 169 named community health insurance (CHI) schemes across 38 countries, with country-level trust measurements and sustainability outcomes—source: Trust_as_Commons v1.0 (Zenodo record 18244575).- COMPLETE_274_ORGANIZATIONS_FINAL.csv: 274 organisations at three governance scales (community, local, regional) across five continents, with continuous consensus measurements and success outcomes. Source: Consensus Thresholds repository (Zenodo record 17219731).- countries_dataset.csv: 216 countries with trust data availability and scheme counts.- trust_data_sources.csv: Survey attribution for each country's trust measurement (World Values Survey, Afrobarometer, Asian Barometer, Wellcome Global Monitor).

KEY FINDINGS REPLICATED:- Trust threshold at 15% generalised trust: OR = 4.93 (Fisher's exact, 95% CI: 2.15–11.64, p < 0.001)- Consensus threshold at C = 0.55: OR = 4.27 (Fisher's exact, p < 0.001)- Scale determines achievable consensus: eta-squared = 71.3%, F = 337, p < 1e-16- Consensus predicts success after controlling for scale: likelihood ratio test p = 0.005- Regional heterogeneity: consensus significant in Africa (p = 0.030) and Europe (p = 0.048) at local scale, absent in Asia (p = 0.919)

DOCUMENTATION:- README.md: Quick start instructions, repository contents, methodology notes- CODEBOOK.md: Complete data dictionary for all variables in all files- LICENSE: CC BY 4.0

REQUIREMENTS: R >= 4.1; ggplot2 for figures (statistical replication uses base R only).
DOI: 10.3886/e245186
title: Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman

description: Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman Abortion pills in Ras al khaimah+971551319425 Cytotec in Deira, Fujairah Ajman
DOI: 10.5281/zenodo.18622661
title: 3H charge structure revisited: Insights from Patterson function analysis

description:  Patterson charge density of tritium is investigated.
DOI: 10.5281/zenodo.18321586
title: 3H charge structure revisited: Insights from Patterson function analysis

description:  Patterson charge density of tritium is investigated.
DOI: 10.18150/vewkgq
title: Effects of dietary inclusion of Hermetia illucens larval fat on immune response, redox status, selected hormone levels, and oxidative and epigenetic DNA damage in broiler chickens

description: [ENG:]The dataset includes the results of an in vivo experiment conducted on broiler chickens. Birds were randomly assigned to eight experimental groups and fed complete diets containing different fat sources: Hermetia illucens larval fat, soybean oil, rapeseed oil, palm oil, palm fatty acid distillate, poultry fat, pig lard, and beef tallow. On day 35 of the experiment, biological material (blood) was collected post mortem for further laboratory analyses, including the determination of selected physiological and immunological parameters.
DOI: 10.15468/dl.5rnf45
title: Occurrence Download

description: A dataset containing 660075 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Amphibia [GBIF Backbone Taxonomy])",
 "GadmGid is one of (USA.18_1, USA.33_1, USA.39_1, USA.21_1, USA.43_1, USA.47_1, USA.34_1)"
 ]
 }
 ]
}

 The dataset includes 660075 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011708-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfvydh
title: Occurrence Download

description: A dataset containing 1372923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alopochen aegyptiaca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 1372923 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011685-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axzw3r
title: Occurrence Download

description: A dataset containing 63161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catostomus commersonii",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 63161 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011697-260208012135463/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/14819508
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.m33jt9
title: Occurrence Download

description: A dataset containing 69228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga parviflora",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 69228 records from 848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011702-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z83t2c
title: Occurrence Download

description: A dataset containing 13983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus excelsior L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 13983 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408122-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022079
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.ddhx4y
title: Occurrence Download

description: A dataset containing 10012 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Register of Monumental Trees"
 ]
}

 The dataset includes 10012 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095992-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj522f
title: Occurrence Download

description: A dataset containing 1708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus ×limon (L.) Burm.fil."
 ]
}

 The dataset includes 1708 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021904-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022003
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.gfmy7q
title: Occurrence Download

description: A dataset containing 825106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trifolium repens L.",
 "Year 1990-2023"
 ]
}

 The dataset includes 825106 records from 2962 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095988-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6qe3c
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceramium cingulatum",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011490-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.m2ucek
title: Distribution records of Notoscopelus resplendens

description: These records of Notoscopelus resplendens were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dl.qanrbj
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is LACM Vertebrate Collection",
 "OccurrenceStatus is Present",
 "PublishingOrg is 493fe050-055d-11d8-b84f-b8a03c50a862",
 "TaxonKey is Urocyon cinereoargenteus nigrirostris (Lichtenstein, 1850)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006624-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.c5p2yd
title: Distribution records of Lampanyctus ater

description: These records of Lampanyctus ater were downloaded from GBIF on 2019-09-11.
DOI: 10.15468/dl.bg4kgz
title: Occurrence Download

description: A dataset containing 190183075 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 190183075 records from 19286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001036-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id323913.1
title: StrainInfo SI-ID 323913.1

description: StrainInfo dataset 323913 about a strain of Roseovarius halotolerans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.fm8clg
title: Occurrence Download

description: A dataset containing 5683 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atalotriccus pilaris (Cabanis, 1847)"
 ]
}

 The dataset includes 5683 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000149-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id323915.1
title: StrainInfo SI-ID 323915.1

description: StrainInfo dataset 323915 about a strain of Rhodanobacter panaciterrae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.2ebvzt
title: Occurrence Download

description: A dataset containing 2385422 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chloris chloris (Linnaeus, 1758)"
 ]
}

 The dataset includes 2385422 records from 875 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000544-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id323917.1
title: StrainInfo SI-ID 323917.1

description: StrainInfo dataset 323917 about a strain of Pedococcus ginsenosidimutans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15472/morjfm
title: Monitoreo de flora y fauna en el proyecto de restauración ecológica: Reviva la Primavera (Pauto M)

description: Este grupo de datos reporta los resultados del monitoreo de flora y fauna proyecto de restauración ecológica "Reviva la Primavera" (Pauto M), ubicado en el municipio de Yopal, Casanare, Colombia. Se monitorea el proceso de regeneración de las 12 parcelas piloto de regeneración y contrastan con áreas aledañas que hasta ahora han sido sometidas a restauración activa y con bosques de referencia. Plantas se realiza el seguimiento de 39 parcelas de 2x2 m para el caso de brinzales y 39 parcelas de 5 x 5 m para el caso de latizales, en total se cuentan con 78 parcelas de regeneración. Para escarabajos se emplearon transectos con 10 trampas cada uno en cada una de las 12 parcelas piloto = 120 trampas. En el bosque y en el pastizal 1 transecto, con 10 trampas cada uno = 20 trampas y dos transectos atravesando bosque y pastizal, con 11 trampas cada uno , las trampas permanecieron activas durante 72 horas. Para aves se logró una esfuerzo de muestreo de 274 horas/redy se complementó con transectos de recorrido libre que abarcaron un total de 5.890 m. Para mamíferos se emplearon 120 metros de red de niebla y 8 cámaras trampa que duraron activas por 6 días consecutivos.
description: Este recurso tiene 881 registros, entre plantas (533) y animales (348).n 85% esta clasificado a nivel de especie, 14% a nivel de género y 1% a familia. Estos han sido recolectados Yopal, Meta, en el segundo semestre de 2020.
DOI: 10.60712/si-id322970.1
title: StrainInfo SI-ID 322970.1

description: StrainInfo dataset 322970 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id322971.1
title: StrainInfo SI-ID 322971.1

description: StrainInfo dataset 322971 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id322972.1
title: StrainInfo SI-ID 322972.1

description: StrainInfo dataset 322972 about a strain of Xanthomonas. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id322973.1
title: StrainInfo SI-ID 322973.1

description: StrainInfo dataset 322973 about a strain of Xanthomonas phaseoli pv. phaseoli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id323057.1
title: StrainInfo SI-ID 323057.1

description: StrainInfo dataset 323057 about a strain of Xylophilus ampelinus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id323058.1
title: StrainInfo SI-ID 323058.1

description: StrainInfo dataset 323058 about a strain of Xylophilus ampelinus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.d6u6tj
title: Occurrence Download

description: A dataset containing 1687710 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Oceania"
 ]
}

 The dataset includes 1687710 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113354-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id323059.1
title: StrainInfo SI-ID 323059.1

description: StrainInfo dataset 323059 about a strain of Xylophilus ampelinus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id323060.1
title: StrainInfo SI-ID 323060.1

description: StrainInfo dataset 323060 about a strain of Xylophilus ampelinus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id323942.1
title: StrainInfo SI-ID 323942.1

description: StrainInfo dataset 323942 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.kt6dyw
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panyptila sanctihieronymi Salvin, 1863"
 ]
}

 The dataset includes 892 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027346-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id323943.1
title: StrainInfo SI-ID 323943.1

description: StrainInfo dataset 323943 about a strain of Effusibacillus pohliae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id323944.1
title: StrainInfo SI-ID 323944.1

description: StrainInfo dataset 323944 about a strain of Algoriphagus hitonicola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id322974.1
title: StrainInfo SI-ID 322974.1

description: StrainInfo dataset 322974 about a strain of Xanthomonas phaseoli pv. phaseoli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id322975.1
title: StrainInfo SI-ID 322975.1

description: StrainInfo dataset 322975 about a strain of Xanthomonas phaseoli pv. phaseoli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.