cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10794209
title: Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News

description: Data supporting "Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News". 

 If you use this dataset in your own research, please cite this paper:

```@misc{abels2024mitigating,      title={Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News},       author={Axel Abels and Elias Fernandez Domingos and Ann Nowé and Tom Lenaerts},      year={2024},      eprint={2403.08829},      archivePrefix={arXiv},      primaryClass={cs.HC}}```

 




column name
description


treatment
identifier for the set of headlines presented to the participant


trial
trial/round in which the headline was presented 


arm
which "arm" the headline was presented as (0=left, 1=middle, 2=right)


advice
the participant's response (0=very unlikely, 0.25=unlikely, 0.5=undecided, 0.75=likely, 1=very likely)


genuine
whether the headline was genuine (1) or altered (0)


headline
the headline as shown to the participant


original
the headline before a possible alteration


expert_id
participant's identifier


sentiment
whether the headline reported a negative (-1) or positive (1) outcome


expert:ethnicity
the participant's ethnicity


expert:sex
the participant's sex


expert:age
the participant's age


outcome:white, outcome:black, outcome:young, outcome:old, outcome:male, outcome:female
whether the headline reported a negative (-1) or positive (1) or neutral (0) outcome for the specified group


trial_time
how long the participant took to respond to the trial/round




abstractIndividual and social biases undermine the effectiveness of human advisers by inducing judgment errors which can disadvantage protected groups. In this paper, we study the influence these biases can have in the pervasive problem of fake news by evaluating human participants' capacity to identify false headlines. By focusing on headlines involving sensitive characteristics, we gather a comprehensive dataset to explore how human responses are shaped by their biases. Our analysis reveals recurring individual biases and their permeation into collective decisions. We show that demographic factors, headline categories, and the manner in which information is presented significantly influence errors in human judgment. We then use our collected data as a benchmark problem on which we evaluate the efficacy of adaptive aggregation algorithms. In addition to their improved accuracy, our results highlight the interactions between the emergence of collective intelligence and the mitigation of participant biases.
DOI: 10.25901/0b2j-a982
title: Warra Tall Eucalypt Terrestrial LiDAR, 2023
DOI: 10.15468/dl.j3dcqe
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Coryphantha scheeri var. robustispina (A.Schott ex Engelm.) Benson)"
 ]
}

 The dataset includes 159 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018583-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmjp2x
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Diplacus bolanderi (A.Gray) G.L.Nesom)"
 ]
}

 The dataset includes 702 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26023348
title: Supplemental Files: Maximum-likelihood trees - Survey of RNA Viromes in US Honey Bees and Varroa Mites Reveals Prevalence of Recombinant DWV genomes

description: Supporting Data: Maximum-likelihood tree files - Survey of RNA Viromes in US Honey Bees and Varroa Mites Reveals Prevalence of Recombinant DWV genomes
DOI: 10.6084/m9.figshare.25962160
title: Supplemental Files: Multiple-sequence alignments - Survey of RNA Viromes in US Honey Bees and Varroa Mites Reveals Prevalence of Recombinant DWV genomes

description: Multiple sequence alignments of NHDS primers aligned to genomes from this study and RefSeq
DOI: 10.15468/dl.m7by9g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepus saxatilis F.Cuvier, 1823",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "GadmLevel2Gid is ZA",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018585-240626123714530/datasets/export for details.
DOI: 10.15468/dl.wptg25
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squamata",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "GadmLevel2Gid is Dona Ana",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018586-240626123714530/datasets/export for details.
DOI: 10.15468/dl.77p5ke
title: Occurrence Download

description: A dataset containing 140640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chordeiles acutipennis (Hermann, 1783)"
 ]
}

 The dataset includes 140640 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018576-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx9d7d
title: Occurrence Download

description: A dataset containing 266644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Streptopelia decaocto (Frivaldszky, 1838)"
 ]
}

 The dataset includes 266644 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzpm6h
title: Occurrence Download

description: A dataset containing 3859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria araucana (Molina) K.Koch"
 ]
}

 The dataset includes 3859 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018590-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g676tf
title: Occurrence Download

description: A dataset containing 11844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mauritia flexuosa L.f."
 ]
}

 The dataset includes 11844 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018591-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc9ym4
title: Occurrence Download

description: A dataset containing 23700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conirostrum cinereum d'Orbigny & Lafresnaye, 1838"
 ]
}

 The dataset includes 23700 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018593-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-248409
title: Royalty unveiled, 2011

description: [description english/roman)] Glenda Williams Goodson. Royalty unveiled: women trailblazers in Church of God in Christ international missions, 1920-1970. Lancaster, Texas: HCM Publishing, 2011.
DOI: 10.15468/dl.aev7u4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stenhomalus cleroides Bates, 1873",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225670-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ext8rt
title: Occurrence Download

description: A dataset containing 137295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus rubra L."
 ]
}

 The dataset includes 137295 records from 873 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056065-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9bwdu
title: Occurrence Download

description: A dataset containing 13136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruppia maritima L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13136 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194631-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-249239
title: Viola Jackson, Texas, [s.d.]

description: [description english/roman)] Photograph of Viola Jackson, Orange, Texas, [s.d.]. "Evangelist Viola Jackson, 92 E. Cherry, Orange, Tex." -- written on front. "Jan Zweig" -- written on back.
DOI: 10.15468/dl.u4jnkh
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veronica barkeri Cockayne"
 ]
}

 The dataset includes 106 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003915-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9fjkw
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callichthys callichthys (Linnaeus, 1758)"
 ]
}

 The dataset includes 1153 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044854-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bte9uj
title: Occurrence Download

description: A dataset containing 1881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Branchiura sowerbyi Beddard, 1892"
 ]
}

 The dataset includes 1881 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049518-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9rt9d
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paepalanthus convexus Gleason"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058329-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-249314
title: Smith, note, [s.d.], to Crouch, written on the back of a business card

description: [description english/roman)] Gloria Marie Smith, International Sunday School Field Representative, Church of God in Christ, 1516 30th Avenue, Seattle, Washington, note, [s.d.], to Emma Crouch, written on the back of Smith's business card which includes Smith's picture. "Mother Crouch, I am glad you are here welcome, sincerely Gloria M. Smith".
DOI: 10.15468/dl.by6cuh
title: Occurrence Download

description: A dataset containing 3396709 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 3396709 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041413-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhnsyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis serrulata Duf ex Nyman, 1878"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049470-220831081235567/datasets/export for details.
DOI: 10.15468/65sqtt
title: Cellule d'Assistance Technique Zones Humides des Pyrénées-Atlantiques (CATZH64) du CEN Nouvelle-Aquitaine-Observations faunistiques (inventaire) réalisées par le CEN Aquitaine

description: Observations faunistiques (inventaire) réalisées par le CEN Aquitaine. Il n'y a pas de protocole associé à ce jeu de donnée (observations réalisées in situ)
DOI: 10.15468/dl.gzf65k
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio digitatus Phil."
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123480-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-248428
title: Memorial service program, Ada Lamar Sheard Liddell, 1996

description: [description english/roman)] Memorial service program, Ada Lamar Sheard Liddell, Northern Mississippi State Headquarters Church of God in Christ, Clarksdale, Mississippi, 1996 April 19.
DOI: 10.15468/dl.44ycgt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stigmaphyllon cordatum Rose ex Donn.Sm."
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003917-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7auhup
title: Occurrence Download

description: A dataset containing 1512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Yucca constricta Buckley"
 ]
}

 The dataset includes 1512 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003918-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfm7gc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis sempervirens var. macropetala Doum."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049447-220831081235567/datasets/export for details.
DOI: 10.15468/dl.qzja8w
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triuris brevistylis Donn.Sm."
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003916-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-249829
title: Facts about the Temple, 1945

description: [description english/roman)] R.F. Williams & U.E. Miller. Facts about the Temple: Mason Temple, Memphis, Tennessee. Cleveland, Ohio: R.F. Williams & U.E. Miller, 1945.
DOI: 10.15468/dl.odhzot
title: Occurrence Download

description: A dataset containing 10841 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbatula quignardi (Băcescu-Meşter, 1967)"
 ]
}

 The dataset includes 10841 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004450-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyrj2g
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-105.89231 23.55403,-105.88239 23.59182,-105.85452 23.59772,-105.84352 23.58325,-105.84486 23.60255,-105.81618 23.61032,-105.77034 23.55376,-105.63293 23.23755,-105.41149 23.12055,-105.02794 22.8968,-104.75524 22.58513,-104.52149 22.4293,-104.30073 22.49423,-104.07997 22.93575,-103.91115 23.58505,-103.7875 23.67691,-103.8498 23.76647,-103.81428 23.80817,-103.87012 24.05033,-103.52732 24.22919,-103.31636 24.43182,-102.46935 24.42322,-102.63849 25.01994,-102.82065 24.72393,-103.02382 24.81158,-103.21406 25.04774,-103.54862 25.33638,-103.48958 25.5791,-103.27966 25.94646,-103.2965 26.36212,-103.59893 26.68874,-104.25823 26.78552,-104.45783 26.47704,-104.62719 26.35002,-104.79051 26.56172,-105.0385 26.51938,-105.61312 26.73108,-105.96394 26.84601,-106.16781 26.67454,-106.2437 26.40131,-106.51694 25.99904,-106.48658 25.71062,-106.66874 25.57401,-106.95591 25.65443,-107.19785 25.41249,-106.9922 24.83182,-106.60509 24.52334,-106.48658 24.31693,-106.06155 24.30934,-105.90216 23.86153,-105.89231 23.55403))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyrpex
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spryginia winkleri (Regel) Popov"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049473-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247511
title: Church of God in Christ women in ministry, 2010

description: [description english/roman)] Adrienne M. Israel & Goldie F. Wells. Church of God in Christ women in ministry. Greensborouth, North Carolina: C.H. Mason Jurisdictional Institute, 2010 July 1.
DOI: 10.15468/dl.5upw4f
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moringa hildebrandtii Engl."
 ]
}

 The dataset includes 58 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079126-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247523
title: Church of God in Christ women in ministry, 2010

description: [description english/roman)] Adrienne M. Israel & Goldie F. Wells. Church of God in Christ women in ministry. Greensborouth, North Carolina: C.H. Mason Jurisdictional Institute, 2010 July 1.
DOI: 10.15468/dl.kreyze
title: Occurrence Download

description: A dataset containing 34161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myophonus insularis Gould, 1863, Myiophonus insularis Gould, 1863)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34161 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299502-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.863h7p
title: Occurrence Download

description: A dataset containing 248447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-10-19",
 "EventDate is less than or equal to 2022-11-18",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 248447 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163524-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m92n4c
title: Occurrence Download

description: A dataset containing 3862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rostellularia adscendens (R.Br.) R.Barker"
 ]
}

 The dataset includes 3862 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056972-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-247539
title: Church of God in Christ women in ministry, 2010

description: [description english/roman)] Adrienne M. Israel & Goldie F. Wells. Church of God in Christ women in ministry. Greensborouth, North Carolina: C.H. Mason Jurisdictional Institute, 2010 July 1.