Artificial Social Intelligence for Successful Teams (ASIST) Study 4 Dragon Testbed Dataset (doi:10.48349/ASU/ZO6XVR)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Artificial Social Intelligence for Successful Teams (ASIST) Study 4 Dragon Testbed Dataset

Identification Number:

doi:10.48349/ASU/ZO6XVR

Distributor:

ASU Library Research Data Repository

Date of Distribution:

2024-01-16

Version:

2

Bibliographic Citation:

Lixiao Huang; Adam Fouse; Nancy Cooke; Edward Weiss, 2024, "Artificial Social Intelligence for Successful Teams (ASIST) Study 4 Dragon Testbed Dataset", https://doi.org/10.48349/ASU/ZO6XVR, ASU Library Research Data Repository, V2, UNF:6:jkhVIRagnIe25M/7ClVYUg== [fileUNF]

Study Description

Citation

Title:

Artificial Social Intelligence for Successful Teams (ASIST) Study 4 Dragon Testbed Dataset

Identification Number:

doi:10.48349/ASU/ZO6XVR

Authoring Entity:

Lixiao Huang (Arizona State University)

Adam Fouse (Aptima, Inc.)

Nancy Cooke (Arizona State University)

Edward Weiss (Aptima, Inc.)

Other identifications and acknowledgements:

Arizona State University

Other identifications and acknowledgements:

Aptima, LLC.

Other identifications and acknowledgements:

Carnegie Mellon University Robotics Institute

Other identifications and acknowledgements:

DOLL

Other identifications and acknowledgements:

Cornell University

Other identifications and acknowledgements:

Institute for Human Machine Cognition

Other identifications and acknowledgements:

University of Central Florida

Producer:

Center for Human, AI, and Robot Teaming

Date of Production:

2023-12-18

Grant Number:

HR001119C0130

Distributor:

ASU Library Research Data Repository

Distributor:

Aptima, LLC

Access Authority:

Lixiao Huang

Access Authority:

Nancy Cooke

Access Authority:

Adam Fouse

Depositor:

Huang, Lixiao

Date of Deposit:

2023-11-06

Date of Distribution:

2023-02-01

Series Name:

Artificial Social Intelligence for Successful Teams (ASIST)

Series Information:

ASIST has 4 studies that each has a dataset, and this is Study 4.

Holdings Information:

https://doi.org/10.48349/ASU/ZO6XVR

Study Scope

Keywords:

Computer and Information Science, Social Sciences, Artificial Intelligence, Theory of Mind, Human-computer interaction

Abstract:

<p>Artificial Social Intelligence for Successful Teams (ASIST) Study 4 Dragon Testbed Dataset was developed in a human subjects research study designed to assess the capability of artificial intelligence to instantiate a Machine Theory of Teams and apply it to generate and issue (or withhold) advice to team members that improve team state (e.g., motivation), process (e.g., synchronization), and mission effects (e.g., game score). These agents -- called Artificial Social Intelligence Advisors (ASI Advisors) -- draw measurements of team states and processes from agents called Analytic Components (AC). They take inputs from survey responses and behaviors of a three-person team executing a bomb disposal task in Minecraft. </p> <p>This material is based upon work supported by the Defense Advanced Research Projects Agency (DARPA) under Contract No. HR001119C0130. Any opinions, findings conclusions, or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the DARPA.</p> <p><b>Data Overview</b><p> <p>The dataset was collected between 2023-08-03 and 2023-11-20. This dataset consists of 1160 games that had valid end states, and 1112 of them included post-trial surveys. Each game has one Zip file (e.g., 230804001812+P000003_P000004_P000005_1+NO_ADVISOR+9c5f329e-0c52-4254-b165-60f3a57b4fd3.zip). The Zip file name starts with a UTC in the form of YYMMDDHHMMSS, followed by the team name in the format of the three participants' ID in ascending order and the number of games the team has played together, followed by one of three advisor types (i.e., NO_ADVISOR, ASI_DOLL_TA1_RITA, or ASI_CMU_TA1_ATLAS), and followed by the unique 36 digit trial ID. Inside the Zip file, it has seven files: the testbed data in .metadata format, an overview of the testbed data in JSON format, and five CSV files (i.e., agent_tests, chat_measures, individual_measures, intervention_measures, trial_measures). The metadata files include all the raw data, such as surveys, chat messages, state of the task environment, etc. The CSV files are data extracted from the metadata files to show certain aspects of the data variables for the convenience of those not used to reading metadata files. </p> <p>The Study 4 dataset has a size of 4GB. </p> <p> A readme file (README.txt) describes the dataset contents in detail. </p> <p>For full details on methods available for downloading files, please see the <a href="https://asulibrary.atlassian.net/wiki/x/BQBRIg">ASU Research Data Repository Depositor Guide</a> page on downloading files.</p> <p>For a quick reference on using the download methods mentioned in the ASU Research Data Repository guide, please download and view the <a href=" https://dataverse.asu.edu/file.xhtml?fileId=36012">ASIST Dataset File Downloads Instructions</a> PDF file.</p>

Time Period:

2023-08-03-2023-11-20

Date of Collection:

2023-08-03-2023-11-20

Kind of Data:

Testbed messages

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

Related Studies

Lixiao Huang; Jared Freeman; Nancy Cooke; John “JCR” Colonna-Romano; Matt Wood; Verica Buchanan; Stephen Caufman, 2022, "Artificial Social Intelligence for Successful Teams (ASIST) Study 3", https://doi.org/10.48349/ASU/QDQ4MH, ASU Library Research Data Repository, UNF:6:M0oVzTeD5aBRBm/AbSdJ/g== [fileUNF]

<br> Lixiao Huang; Jared Freeman; Nancy Cooke; Samantha Dubrow; John “JCR” Colonna-Romano; Matt Wood; Verica Buchanan; Stephen Caufman; Xiaoyun Yin, 2022, "Artificial Social Intelligence for Successful Teams (ASIST) Study 2", https://doi.org/10.48349/ASU/BZUZDE, ASU Library Research Data Repository, UNF:6:OJ3XctVE31iBZs09zhPpFQ== [fileUNF]

<br>Lixiao Huang; Jared Freeman; Nancy Cooke, 2025, "Artificial Social Intelligence for Successful Teams (ASIST) Study 1 Falcon Testbed Dataset", https://doi.org/10.48349/ASU/1CY5AR, ASU Library Research Data Repository, UNF:6:Moq9o4psJTgh9X5zzFwDbA== [fileUNF]

File Description--f36011

File: trial_measures_aggregate.tab

  • Number of cases: 1160

  • No. of variables per record: 138

  • Type of File: text/tab-separated-values

Notes:

UNF:6:jkhVIRagnIe25M/7ClVYUg==

Variable Description

List of Variables:

Variables

StartTimestamp

f36011 Location:

Variable Format: character

Notes: UNF:6:3AnDyyDlRFyL5HIXpTv9ig==

TrialId

f36011 Location:

Variable Format: character

Notes: UNF:6:eIAWxaE1i6CCDTTlEPR08Q==

TeamId

f36011 Location:

Variable Format: character

Notes: UNF:6:x+3QZmmXhRAmkKRneVddRw==

MissionEndCondition

f36011 Location:

Variable Format: character

Notes: UNF:6:EYNF0pJ3MC3jbIMxLKOoxA==

TrialEndCondition

f36011 Location:

Variable Format: character

Notes: UNF:6:+1Fld9zZ84gNxYT6y+HbZQ==

M1_TeamScore

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 1090.0; Min. -3603.0; Mean 451.6163793103451; StDev 349.727422873259;

Variable Format: numeric

Notes: UNF:6:Z7ZCM28enhv2jaV8E/AUXg==

M2_SYNC

f36011 Location:

Summary Statistics: Max. 32.7996; Valid 1136.0; Mean 3.3243979753521127; Min. 0.0; StDev 4.415944530325559

Variable Format: numeric

Notes: UNF:6:P1CyN3eeeT+Wg/WGNogC/Q==

M3_ERROR

f36011 Location:

Summary Statistics: Min. 0.0; Valid 1159.0; Max. 98.15; Mean 50.82425366695427; StDev 25.6313905250951;

Variable Format: numeric

Notes: UNF:6:l3QRri3HtigUqnehRdcVBw==

M3.2_ERROR2

f36011 Location:

Summary Statistics: Max. 600.0; Mean 11.104493891797553; Min. 0.0; StDev 24.268134647378137; Valid 1146.0

Variable Format: numeric

Notes: UNF:6:FYZrMI1CiZoAj2H/Mys66A==

M4_ADAPT

f36011 Location:

Summary Statistics: Min. -63.5556; StDev 5.212710802789402; Max. 63.5538; Mean 1.8019856890459363; Valid 1132.0

Variable Format: numeric

Notes: UNF:6:W41KIY0t1/2PiyIMafkRjw==

M5_COMMS

f36011 Location:

Summary Statistics: Max. 346.0; Valid 1132.0; StDev 42.392547386399464; Min. 0.0; Mean 24.392226148410074

Variable Format: numeric

Notes: UNF:6:fzfdN8n4oQYvrsC6xj6H5Q==

M8_INTERVENTION-COUNT

f36011 Location:

Summary Statistics: StDev 48.86992317610639; Min. 0.0; Mean 31.337707786526686; Valid 1143.0; Max. 264.0;

Variable Format: numeric

Notes: UNF:6:lUlXU6FlXQPx03/bEwi80Q==

M14_RISK

f36011 Location:

Summary Statistics: Max. 54.0; Valid 1132.0; Min. 0.0; Mean 22.173144876325107; StDev 15.15747178854537

Variable Format: numeric

Notes: UNF:6:9Nd+HA8uENzfY8l2ulGhlw==

M16_TEAM-PLANNING

f36011 Location:

Summary Statistics: StDev 10.205824226282019; Mean 3.1466431095406144; Valid 1132.0; Max. 131.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:oZroRB0DkOh/JEwsgPZa5Q==

M18_RECON-COMMS

f36011 Location:

Summary Statistics: StDev 11.967663635681262; Max. 67.0; Min. 0.0; Valid 1132.0; Mean 27.33303886925794

Variable Format: numeric

Notes: UNF:6:yfnZCiMGBQxywRdIPb8WhA==

CorrectedTeamScore

f36011 Location:

Summary Statistics: Max. 1080.0; Min. -3603.0; Valid 1160.0; StDev 349.5249888657879; Mean 448.9956896551723

Variable Format: numeric

Notes: UNF:6:0Uu5JHsLV3JlOnD0TmECdQ==

NumStoreVisits

f36011 Location:

Summary Statistics: Mean 7.777586206896548; Max. 47.0; StDev 10.490499306724214; Valid 1160.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:qXxuVQy2FYl92WmSicd3IQ==

TotalStoreTime

f36011 Location:

Summary Statistics: Min. -516340.0; StDev 450769.49255222385; Mean 385745.1336206905; Max. 3961165.0; Valid 1160.0;

Variable Format: numeric

Notes: UNF:6:IFJY2sfCUqtIYKfATdBzpQ==

ASICondition

f36011 Location:

Variable Format: character

Notes: UNF:6:Fi7vxSSqG6vbgQSIevfAXw==

ExperimentName

f36011 Location:

Variable Format: character

Notes: UNF:6:6TcpYRRPpGxenDa/i7y30Q==

LastActiveMissionTime

f36011 Location:

Variable Format: character

Notes: UNF:6:pe4bPUqShVyHF/b4OsuHoQ==

TrialName

f36011 Location:

Variable Format: character

Notes: UNF:6:EjrD2uIIZozlqWVCaVowlQ==

MissionVariant

f36011 Location:

Variable Format: character

Notes: UNF:6:MgFYVBTOd6KQpqitDxpPTQ==

NumFieldVisits

f36011 Location:

Summary Statistics: Min. 1.0; Mean 8.738793103448275; Valid 1160.0; StDev 10.487424340265417; Max. 48.0

Variable Format: numeric

Notes: UNF:6:Cg/Fsl7u+MuvaPuBhN4sNQ==

ExperimentId

f36011 Location:

Variable Format: character

Notes: UNF:6:zIa6tdHYd2RkHQgjF8HksA==

BombsTotal

f36011 Location:

Summary Statistics: Max. 54.0; Min. 54.0; StDev 0.0; Mean 54.0; Valid 1160.0;

Variable Format: numeric

Notes: UNF:6:M/B9A9tEK+uPO5IDv4vdOQ==

Player1

f36011 Location:

Variable Format: character

Notes: UNF:6:rIQs23VU4cBReWmLYwkhzg==

Player2

f36011 Location:

Variable Format: character

Notes: UNF:6:v048EMQG/cQ+ubdglfuI4w==

Player3

f36011 Location:

Variable Format: character

Notes: UNF:6:pFhyGJdCXECaYUt73z4a6g==

Player1Tenure

f36011 Location:

Summary Statistics: Min. 1.0; Valid 1160.0; StDev 26.84827455587402; Mean 24.85258620689669; Max. 180.0

Variable Format: numeric

Notes: UNF:6:/33ELUVXqWQWGNLZfI2X3A==

Player2Tenure

f36011 Location:

Summary Statistics: Min. 1.0; StDev 24.978556451635573; Max. 173.0; Valid 1160.0; Mean 23.336206896551808;

Variable Format: numeric

Notes: UNF:6:ZUrjhTW0zagnkDbD3roHNQ==

Player3Tenure

f36011 Location:

Summary Statistics: Mean 25.459482758620727; Min. 1.0; Max. 183.0; Valid 1160.0; StDev 27.834685404235582;

Variable Format: numeric

Notes: UNF:6:KQ7JuAPlWtHVRztR2Ky+JA==

TeamTenure

f36011 Location:

Summary Statistics: Valid 1160.0; Mean 4.2741379310344785; Min. 1.0; StDev 6.045186773094537; Max. 40.0

Variable Format: numeric

Notes: UNF:6:qB1juzeCIqA14Z/HoOEczQ==

TeammatesRescued.Player1

f36011 Location:

Summary Statistics: Mean 0.29741379310344973; Min. 0.0; Valid 1160.0; Max. 7.0; StDev 0.7039836366265206

Variable Format: numeric

Notes: UNF:6:QQ5s30+1WlggFu2XpEyHYg==

TeammatesRescued.Player2

f36011 Location:

Summary Statistics: Max. 7.0; Mean 0.3008620689655171; Min. 0.0; Valid 1160.0; StDev 0.7313980949974216;

Variable Format: numeric

Notes: UNF:6:F2L4+2JXAXRFsaSTJw31Dw==

TeammatesRescued.Player3

f36011 Location:

Summary Statistics: Min. 0.0; StDev 0.6856246957403285; Valid 1160.0; Max. 8.0; Mean 0.274137931034484

Variable Format: numeric

Notes: UNF:6:AzAU6W3ojhD4hZJTgIDgiQ==

TeammatesRescued.Team

f36011 Location:

Summary Statistics: StDev 1.4957856360478754; Max. 10.0; Min. 0.0; Mean 0.8724137931034488; Valid 1160.0;

Variable Format: numeric

Notes: UNF:6:WwE1x3rww/eqRbBU8QmLJA==

TimesFrozen.Player1

f36011 Location:

Summary Statistics: Max. 5.0; Mean 0.5629310344827585; StDev 0.7976486337687755; Min. 0.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:qQP0XDx22/dgjAT8MW4xxQ==

TimesFrozen.Player2

f36011 Location:

Summary Statistics: Valid 1160.0; StDev 0.791087181243028; Min. 0.0; Max. 5.0; Mean 0.5758620689655167;

Variable Format: numeric

Notes: UNF:6:HsHyS00eMaDr+xInGta3dA==

TimesFrozen.Player3

f36011 Location:

Summary Statistics: StDev 0.8094965893776089; Valid 1160.0; Mean 0.5749999999999995; Max. 6.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:PYslzHf7+ecFFYT/yisb2w==

TimesFrozen.Team

f36011 Location:

Summary Statistics: Min. 0.0; Valid 1160.0; Max. 11.0; StDev 2.043736471875784; Mean 1.7137931034482765

Variable Format: numeric

Notes: UNF:6:6/UeIkCqUGohZ+Yzdk/WkA==

TextChatsSent.Player1

f36011 Location:

Summary Statistics: Max. 179.0; Mean 7.975000000000045; Valid 1160.0; StDev 15.280531044126281; Min. 0.0

Variable Format: numeric

Notes: UNF:6:5EOBgIJ+Hw6efdLQy/Fk2w==

TextChatsSent.Player2

f36011 Location:

Summary Statistics: Min. 0.0; StDev 15.382259365465787; Mean 7.808620689655227; Max. 170.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:BBlHAJulksVoZXiFeNZwNA==

TextChatsSent.Player3

f36011 Location:

Summary Statistics: Max. 123.0; Mean 8.14568965517241; StDev 15.519265725857833; Valid 1160.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:2OpmfJhiHOFIz0PdanhNLg==

TextChatsSent.Team

f36011 Location:

Summary Statistics: Max. 346.0; Valid 1160.0; Mean 23.92931034482775; Min. 0.0; StDev 42.01047779498363

Variable Format: numeric

Notes: UNF:6:fYJnxELII6nqd37f4RsuFQ==

FlagsPlaced.Player1

f36011 Location:

Summary Statistics: StDev 1.2656914315569483; Valid 1160.0; Max. 13.0; Min. 0.0; Mean 0.2663793103448261

Variable Format: numeric

Notes: UNF:6:ZK7ccH88NZ33yT/xvjKt0A==

FlagsPlaced.Player2

f36011 Location:

Summary Statistics: Mean 0.34396551724138374; Valid 1160.0; Min. 0.0; StDev 1.7111918452252766; Max. 23.0

Variable Format: numeric

Notes: UNF:6:zSNHHKj4acebLx0yJK4UZg==

FlagsPlaced.Player3

f36011 Location:

Summary Statistics: Mean 0.33706896551723986; Valid 1160.0; Max. 16.0; StDev 1.5474117761291384; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:HedpzvalsEtQg9X9HnSB2A==

FlagsPlaced.Team

f36011 Location:

Summary Statistics: StDev 3.2390776498715423; Mean 0.9474137931034411; Max. 42.0; Valid 1160.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:y9ntA+FtDfqp9h4a94MU9w==

FiresExtinguished.Player1

f36011 Location:

Summary Statistics: StDev 18.840354478860633; Mean 7.112068965517268; Min. 0.0; Valid 1160.0; Max. 220.0;

Variable Format: numeric

Notes: UNF:6:0ylURMR98HHbAGl5YqykCA==

FiresExtinguished.Player2

f36011 Location:

Summary Statistics: StDev 18.684897788675613; Min. 0.0; Max. 148.0; Valid 1160.0; Mean 7.206896551724097;

Variable Format: numeric

Notes: UNF:6:Q6043QMdCZCDqdi/g05IVQ==

FiresExtinguished.Player3

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; Mean 6.874137931034456; StDev 19.330994218580976; Max. 165.0

Variable Format: numeric

Notes: UNF:6:DalVi8I1XYIhq97akNuw5g==

FiresExtinguished.Team

f36011 Location:

Summary Statistics: Min. 0.0; Valid 1160.0; Mean 21.19310344827582; Max. 292.0; StDev 41.573315851372634

Variable Format: numeric

Notes: UNF:6:PZamSoSY1aSqVEkxMA+mDQ==

DamageTaken.Player1

f36011 Location:

Summary Statistics: StDev 41.41177192437943; Valid 1160.0; Min. 0.0; Max. 1200.0; Mean 16.159482758620683

Variable Format: numeric

Notes: UNF:6:BaVKbeHlji0s+YeSJfoPig==

DamageTaken.Player2

f36011 Location:

Summary Statistics: Min. 0.0; Mean 16.771551724137947; Valid 1160.0; Max. 1201.0; StDev 43.463555302376875

Variable Format: numeric

Notes: UNF:6:fi7CprHRHydaZSFokk1GIg==

DamageTaken.Player3

f36011 Location:

Summary Statistics: Mean 16.580172413793086; Max. 1199.0; Valid 1160.0; Min. 0.0; StDev 43.4203379737487

Variable Format: numeric

Notes: UNF:6:qQokWeDlufmSTRZc45md0w==

DamageTaken.Team

f36011 Location:

Summary Statistics: Mean 49.511206896551705; Valid 1160.0; StDev 125.06877436528328; Max. 3600.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ojLTDBwc9CTuLRGb1VDWNA==

NumCompletePostSurveys.Player1

f36011 Location:

Summary Statistics: Min. 0.0; StDev 0.28827204266293016; Valid 1160.0; Max. 1.0; Mean 0.9086206896551721;

Variable Format: numeric

Notes: UNF:6:6YCDpf5Nd1nBF0NQBv0QHQ==

NumCompletePostSurveys.Player2

f36011 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.2820576962051833; Valid 1160.0; Mean 0.9129310344827579

Variable Format: numeric

Notes: UNF:6:ChSJ4nsgK1/MKhDXx4om/w==

NumCompletePostSurveys.Player3

f36011 Location:

Summary Statistics: Max. 1.0; StDev 0.30579455378569037; Min. 0.0; Valid 1160.0; Mean 0.8956896551724134

Variable Format: numeric

Notes: UNF:6:/TiSSAKEjhbcSvemqrjTEA==

NumCompletePostSurveys.Team

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; Max. 3.0; StDev 0.7106093415161652; Mean 2.7172413793103423

Variable Format: numeric

Notes: UNF:6:EWCegB2L9zPkB0yxnnfzxw==

BombBeaconsPlaced.Player1

f36011 Location:

Summary Statistics: StDev 7.031271451691076; Mean 9.4801724137931; Valid 1160.0; Max. 47.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:vfR8RQlgX6W/9L8yPnIZqw==

BombBeaconsPlaced.Player2

f36011 Location:

Summary Statistics: Mean 10.833620689655177; Valid 1160.0; Max. 48.0; StDev 5.62234608416869; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Qlse/T3u4Pm6fnW06V0wpQ==

BombBeaconsPlaced.Player3

f36011 Location:

Summary Statistics: Min. 0.0; Mean 11.609482758620686; Valid 1160.0; Max. 51.0; StDev 6.127076478126714;

Variable Format: numeric

Notes: UNF:6:Ex80vJlWVY6x+6d8xZrq6A==

BombBeaconsPlaced.Team

f36011 Location:

Summary Statistics: Min. 0.0; Mean 31.92327586206896; Valid 1160.0; Max. 74.0; StDev 12.377585978025774

Variable Format: numeric

Notes: UNF:6:fjGzakRqUOlVwOoR73P0fw==

BudgetExpended.Player1

f36011 Location:

Summary Statistics: Valid 1160.0; StDev 51.64013178002688; Max. 1088.0; Mean 46.86551724137936; Min. -12.0;

Variable Format: numeric

Notes: UNF:6:EcN+bX2mT9BO0YFter9n6w==

BudgetExpended.Player2

f36011 Location:

Summary Statistics: Valid 1160.0; Min. -70.0; StDev 30.237006289379266; Mean 47.31551724137926; Max. 466.0;

Variable Format: numeric

Notes: UNF:6:5GOOSuseUVaKBXwjqASIwA==

BudgetExpended.Player3

f36011 Location:

Summary Statistics: Mean 48.96293103448285; Max. 340.0; StDev 30.81985014728918; Valid 1160.0; Min. -196.0

Variable Format: numeric

Notes: UNF:6:qJFkmSinqidYhvLcxr1pAw==

BudgetExpended.Team

f36011 Location:

Summary Statistics: StDev 74.28760284154805; Max. 1189.0; Valid 1160.0; Min. -9.0; Mean 143.14396551724118;

Variable Format: numeric

Notes: UNF:6:aznTAgHFuGBIq25/aQgBaA==

CommBeaconsPlaced.Player1

f36011 Location:

Summary Statistics: Max. 87.0; Valid 1160.0; StDev 3.975761762522526; Mean 1.7198275862068904; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:TiQyfATtwhhFsUZlHRI/Gw==

CommBeaconsPlaced.Player2

f36011 Location:

Summary Statistics: Valid 1160.0; Mean 1.6965517241379382; Min. 0.0; Max. 39.0; StDev 3.0074951248021944;

Variable Format: numeric

Notes: UNF:6:LwSucZbAn3YqzXw/846KVw==

CommBeaconsPlaced.Player3

f36011 Location:

Summary Statistics: Mean 2.0750000000000064; StDev 8.368687014511353; Min. 0.0; Valid 1160.0; Max. 245.0;

Variable Format: numeric

Notes: UNF:6:680+moGZvjPn7I3w5PRdKw==

CommBeaconsPlaced.Team

f36011 Location:

Summary Statistics: Max. 245.0; Min. 0.0; Valid 1160.0; Mean 5.491379310344799; StDev 10.894739680777613

Variable Format: numeric

Notes: UNF:6:/WUvooELK6opz3zDBgsMnA==

BombsExploded.EXPLODE_CHAINED_ERROR

f36011 Location:

Summary Statistics: Valid 1160.0; StDev 1.889615244098611; Max. 11.0; Mean 1.8543103448275882; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4j9F9l6wrox5NNnTgMkX4g==

BombsExploded.EXPLODE_FIRE

f36011 Location:

Summary Statistics: Mean 0.0; Min. 0.0; Max. 0.0; StDev 0.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:21sQE7MD6X4ecTJEtgWimA==

BombsExploded.EXPLODE_TIME_LIMIT

f36011 Location:

Summary Statistics: Max. 0.0; Valid 1160.0; Min. 0.0; StDev 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:21sQE7MD6X4ecTJEtgWimA==

BombsExploded.EXPLODE_TOOL_MISMATCH

f36011 Location:

Summary Statistics: Max. 0.0; Mean 0.0; Valid 1160.0; StDev 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:21sQE7MD6X4ecTJEtgWimA==

BombsExploded.TOTAL_EXPLODED

f36011 Location:

Summary Statistics: Mean 0.0; Min. 0.0; StDev 0.0; Valid 1160.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:21sQE7MD6X4ecTJEtgWimA==

BombSummary.Player1.BOMBS_EXPLODED.CHAINED

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 3.0; Mean 0.288793103448275; Min. 0.0; StDev 0.5891266040536814

Variable Format: numeric

Notes: UNF:6:ev2radsVj+QaYcrIsvdVnw==

BombSummary.Player1.BOMBS_EXPLODED.FIRE

f36011 Location:

Summary Statistics: StDev 0.4265587146367106; Min. 0.0; Valid 1160.0; Max. 3.0; Mean 0.1689655172413794;

Variable Format: numeric

Notes: UNF:6:4DqztXcLvqkMfl+HnobCvg==

BombSummary.Player1.BOMBS_EXPLODED.STANDARD

f36011 Location:

Summary Statistics: StDev 0.4067933074398277; Min. 0.0; Mean 0.14741379310344846; Valid 1160.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:xGlR9bOYhVpRSGB3QOXKnA==

BombSummary.Player1.PHASES_DEFUSED.CHAINED.B

f36011 Location:

Summary Statistics: Max. 9.0; StDev 1.6679479965440294; Mean 1.1982758620689644; Min. 0.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:YycuJZCXfT/nO4oYD9R2NQ==

BombSummary.Player1.PHASES_DEFUSED.CHAINED.R

f36011 Location:

Summary Statistics: Max. 8.0; Min. 0.0; Mean 1.2758620689655167; StDev 1.6558324083569467; Valid 1160.0;

Variable Format: numeric

Notes: UNF:6:KvnriKo2MyIvZ7b5/sCGLA==

BombSummary.Player1.PHASES_DEFUSED.CHAINED.G

f36011 Location:

Summary Statistics: StDev 1.659948949160745; Valid 1160.0; Min. 0.0; Mean 1.1698275862068959; Max. 9.0;

Variable Format: numeric

Notes: UNF:6:Q11bD4XtpVPTWJXma4ef3w==

BombSummary.Player1.PHASES_DEFUSED.FIRE.B

f36011 Location:

Summary Statistics: Valid 1160.0; Mean 1.5181034482758624; StDev 1.5958368583071139; Max. 9.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:zjZeJ7fnUuO8spdt5sLRHw==

BombSummary.Player1.PHASES_DEFUSED.FIRE.R

f36011 Location:

Summary Statistics: StDev 1.4637322583064996; Min. 0.0; Max. 8.0; Mean 1.576724137931034; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:oj0cf8FvFG26a+QIK5PNyw==

BombSummary.Player1.PHASES_DEFUSED.FIRE.G

f36011 Location:

Summary Statistics: Min. 0.0; StDev 1.612312234747518; Max. 9.0; Valid 1160.0; Mean 1.3362068965517246

Variable Format: numeric

Notes: UNF:6:ewCnJ2E40ZYhEM6sOwkmbA==

BombSummary.Player1.PHASES_DEFUSED.STANDARD.B

f36011 Location:

Summary Statistics: Mean 1.5232758620689635; Min. 0.0; Valid 1160.0; StDev 1.950060628628526; Max. 9.0

Variable Format: numeric

Notes: UNF:6:DSoXgJhu5FHzyXYKilxI3g==

BombSummary.Player1.PHASES_DEFUSED.STANDARD.R

f36011 Location:

Summary Statistics: Max. 10.0; Valid 1160.0; Min. 0.0; StDev 2.0323100118854542; Mean 1.8008620689655173

Variable Format: numeric

Notes: UNF:6:ZKAYMWZPmpsrxRwSdVRHew==

BombSummary.Player1.PHASES_DEFUSED.STANDARD.G

f36011 Location:

Summary Statistics: Min. 0.0; Max. 14.0; StDev 2.3838562292125425; Mean 2.0379310344827606; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:EVn75QGbetJ8muUkYTNTRQ==

BombSummary.Player1.BOMBS_DEFUSED.CHAINED

f36011 Location:

Summary Statistics: Valid 1160.0; StDev 2.0041147683901164; Min. 0.0; Max. 11.0; Mean 1.7094827586206884

Variable Format: numeric

Notes: UNF:6:+MZl9TpIANPnr/iDAQ6vqg==

BombSummary.Player1.BOMBS_DEFUSED.FIRE

f36011 Location:

Summary Statistics: Max. 11.0; Valid 1160.0; Min. 0.0; Mean 3.5362068965517235; StDev 1.9458766631567737

Variable Format: numeric

Notes: UNF:6:6em2CuXwf4Wltn6YDX73qA==

BombSummary.Player1.BOMBS_DEFUSED.STANDARD

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 11.0; StDev 2.463863824202685; Mean 2.7387931034482778; Min. 0.0

Variable Format: numeric

Notes: UNF:6:UbNCjpfmPhSoDSxcLtazzQ==

BombSummary.Player2.BOMBS_EXPLODED.CHAINED

f36011 Location:

Summary Statistics: Max. 4.0; StDev 0.6203221898113076; Valid 1160.0; Mean 0.3189655172413787; Min. 0.0

Variable Format: numeric

Notes: UNF:6:F+WZjBrxtx36/QOU5zUw0A==

BombSummary.Player2.BOMBS_EXPLODED.FIRE

f36011 Location:

Summary Statistics: Mean 0.19137931034482722; Valid 1160.0; StDev 0.45078188529866886; Min. 0.0; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:ydvT3ANMVqRDb9nWnk4fBg==

BombSummary.Player2.BOMBS_EXPLODED.STANDARD

f36011 Location:

Summary Statistics: Mean 0.12413793103448291; StDev 0.394225070645328; Valid 1160.0; Max. 3.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:khEuEpwZRiaI8TSNOSQusw==

BombSummary.Player2.PHASES_DEFUSED.CHAINED.B

f36011 Location:

Summary Statistics: Mean 1.2715517241379308; StDev 1.6625243566099874; Min. 0.0; Max. 8.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:rTm4yVtG+07JgAj8aaD4CA==

BombSummary.Player2.PHASES_DEFUSED.CHAINED.R

f36011 Location:

Summary Statistics: Min. 0.0; Valid 1160.0; StDev 1.5760337904697637; Mean 1.118103448275863; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:5doWP7E5DW6K3d8Fll9sbw==

BombSummary.Player2.PHASES_DEFUSED.CHAINED.G

f36011 Location:

Summary Statistics: StDev 1.5833997131965531; Max. 8.0; Min. 0.0; Valid 1160.0; Mean 1.1474137931034478

Variable Format: numeric

Notes: UNF:6:dOgpWnhNy/JUal6paXR2pg==

BombSummary.Player2.PHASES_DEFUSED.FIRE.B

f36011 Location:

Summary Statistics: Min. 0.0; StDev 1.676481740654276; Mean 1.4250000000000016; Valid 1160.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:bRrRdA03Ot19/J6+Jf8d4Q==

BombSummary.Player2.PHASES_DEFUSED.FIRE.R

f36011 Location:

Summary Statistics: StDev 1.4822080601887029; Mean 1.4612068965517258; Min. 0.0; Valid 1160.0; Max. 9.0

Variable Format: numeric

Notes: UNF:6:f6KNf8BUfcldkYBAvW2zMw==

BombSummary.Player2.PHASES_DEFUSED.FIRE.G

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; StDev 1.4572276389694547; Max. 9.0; Mean 1.4353448275862073

Variable Format: numeric

Notes: UNF:6:dMZrH3EU5bjGIuRBUXFgkA==

BombSummary.Player2.PHASES_DEFUSED.STANDARD.B

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 11.0; Min. 0.0; StDev 1.9143846646360914; Mean 1.481034482758621;

Variable Format: numeric

Notes: UNF:6:CHLkC2IsijZD7TzZZu87jw==

BombSummary.Player2.PHASES_DEFUSED.STANDARD.R

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 12.0; Mean 1.6163793103448285; Min. 0.0; StDev 1.9948788604590395

Variable Format: numeric

Notes: UNF:6:JO99Kd5n95ce/w+K46LBow==

BombSummary.Player2.PHASES_DEFUSED.STANDARD.G

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; StDev 2.4211064759300123; Mean 2.0603448275862064; Max. 12.0

Variable Format: numeric

Notes: UNF:6:mZwT2ow2S+v9W/P1vFFIIg==

BombSummary.Player2.BOMBS_DEFUSED.CHAINED

f36011 Location:

Summary Statistics: Mean 1.7336206896551731; Max. 10.0; Valid 1160.0; StDev 2.0134767669884637; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:/NZ375pmZ95cE4gYMbl01A==

BombSummary.Player2.BOMBS_DEFUSED.FIRE

f36011 Location:

Summary Statistics: Mean 3.2086206896551714; Valid 1160.0; Min. 0.0; Max. 11.0; StDev 2.0281695639349304

Variable Format: numeric

Notes: UNF:6:oj35QZRfnWYnwp3lUiPv6A==

BombSummary.Player2.BOMBS_DEFUSED.STANDARD

f36011 Location:

Summary Statistics: Valid 1160.0; Mean 2.5853448275862063; StDev 2.408560885890806; Max. 14.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:FsdDQ7Is9yIi4jwl9JIMig==

BombSummary.Player3.BOMBS_EXPLODED.CHAINED

f36011 Location:

Summary Statistics: Max. 4.0; Valid 1160.0; Mean 0.28017241379310365; Min. 0.0; StDev 0.5932784023891066

Variable Format: numeric

Notes: UNF:6:gOcNH0PnwNPg46qKzugtmw==

BombSummary.Player3.BOMBS_EXPLODED.FIRE

f36011 Location:

Summary Statistics: Max. 5.0; Mean 0.19310344827586215; Valid 1160.0; Min. 0.0; StDev 0.47974039174730637

Variable Format: numeric

Notes: UNF:6:mBAfVmSaDdZ5EN/BojGSGw==

BombSummary.Player3.BOMBS_EXPLODED.STANDARD

f36011 Location:

Summary Statistics: Max. 4.0; StDev 0.418318455899985; Min. 0.0; Mean 0.1413793103448276; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:rndBiyN1s7pGC9mt6d+CEA==

BombSummary.Player3.PHASES_DEFUSED.CHAINED.B

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 9.0; Min. 0.0; StDev 1.7207636792310566; Mean 1.2879310344827595;

Variable Format: numeric

Notes: UNF:6:knySqhp8RelJMHhpiheR7w==

BombSummary.Player3.PHASES_DEFUSED.CHAINED.R

f36011 Location:

Summary Statistics: Max. 9.0; Valid 1160.0; Min. 0.0; Mean 1.2215517241379317; StDev 1.6874047972752864

Variable Format: numeric

Notes: UNF:6:JftKFapBnGkQBTg8mAi2+w==

BombSummary.Player3.PHASES_DEFUSED.CHAINED.G

f36011 Location:

Summary Statistics: StDev 1.6265182817494555; Max. 8.0; Valid 1160.0; Mean 1.162931034482758; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:PdB94z9m+KImdROeTnST4A==

BombSummary.Player3.PHASES_DEFUSED.FIRE.B

f36011 Location:

Summary Statistics: Valid 1160.0; StDev 1.6224260298601256; Max. 10.0; Mean 1.5982758620689648; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Q1PZi0JOlJV3j8GcwZu60g==

BombSummary.Player3.PHASES_DEFUSED.FIRE.R

f36011 Location:

Summary Statistics: Max. 9.0; Min. 0.0; Mean 1.363793103448277; Valid 1160.0; StDev 1.6271211178974503

Variable Format: numeric

Notes: UNF:6:FrjqdEWOQbdpMCCd+K+liw==

BombSummary.Player3.PHASES_DEFUSED.FIRE.G

f36011 Location:

Summary Statistics: StDev 1.5268833988322266; Min. 0.0; Valid 1160.0; Mean 1.4284482758620696; Max. 6.0

Variable Format: numeric

Notes: UNF:6:Jr+Pgw4fm54N1cFTlho4rw==

BombSummary.Player3.PHASES_DEFUSED.STANDARD.B

f36011 Location:

Summary Statistics: StDev 2.0648496742387574; Mean 1.6724137931034504; Min. 0.0; Valid 1160.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:w+d6QCQRti5AoYPS8l6WDg==

BombSummary.Player3.PHASES_DEFUSED.STANDARD.R

f36011 Location:

Summary Statistics: Valid 1160.0; Mean 1.701724137931033; Min. 0.0; Max. 10.0; StDev 1.9679916120487269

Variable Format: numeric

Notes: UNF:6:I3pHeKVPvki5xIACP4ruLg==

BombSummary.Player3.PHASES_DEFUSED.STANDARD.G

f36011 Location:

Summary Statistics: StDev 2.2459017913626145; Mean 1.8689655172413804; Max. 11.0; Min. 0.0; Valid 1160.0;

Variable Format: numeric

Notes: UNF:6:pzz3Wq0c+r4cQaTCBcr5EA==

BombSummary.Player3.BOMBS_DEFUSED.CHAINED

f36011 Location:

Summary Statistics: Min. 0.0; Max. 9.0; StDev 2.033876757974049; Valid 1160.0; Mean 1.7189655172413814;

Variable Format: numeric

Notes: UNF:6:YDHrlpS+7hga3nvFUbtscw==

BombSummary.Player3.BOMBS_DEFUSED.FIRE

f36011 Location:

Summary Statistics: StDev 2.097001320196905; Mean 3.1293103448275854; Valid 1160.0; Max. 10.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:3ji43WCWajAFeLdlglgb4Q==

BombSummary.Player3.BOMBS_DEFUSED.STANDARD

f36011 Location:

Summary Statistics: Mean 2.58189655172414; Max. 13.0; Valid 1160.0; Min. 0.0; StDev 2.3536031209757207

Variable Format: numeric

Notes: UNF:6:gSWnFTDCiHf1YTZpEBdrSQ==

AutoJump.Player1

f36011 Location:

Summary Statistics: StDev 364.82843958469766; Min. 0.0; Max. 3549.0; Valid 1160.0; Mean 111.9974137931033;

Variable Format: numeric

Notes: UNF:6:hu6G7KRVs+j5XMnQmqqriA==

AutoJump.Player2

f36011 Location:

Summary Statistics: Max. 6778.0; StDev 478.63220666136414; Valid 1160.0; Min. 0.0; Mean 117.80689655172444

Variable Format: numeric

Notes: UNF:6:y9BgFfXFfLXWqwFaaukP7A==

AutoJump.Player3

f36011 Location:

Summary Statistics: StDev 996.3829102808775; Mean 261.06810344827653; Valid 1160.0; Max. 7075.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:3uFcUNnrODRoCPIDwXYS0w==

PreReconPurchase.Player1

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; Max. 814.0; Mean 5.399137931034513; StDev 39.125803149297624

Variable Format: numeric

Notes: UNF:6:Z4w5ClMjuxwOylF5lK0opg==

PreReconPurchase.Player2

f36011 Location:

Summary Statistics: Max. 184.0; Min. 0.0; Mean 3.668103448275895; StDev 16.831070016016312; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:B+gJ5/aMBQa5NYq6jDE8Kg==

PreReconPurchase.Player3

f36011 Location:

Summary Statistics: Valid 1160.0; Min. 0.0; Max. 167.0; StDev 16.259374525928976; Mean 3.811206896551752;

Variable Format: numeric

Notes: UNF:6:a0pMvgxFRxxD+ARf9gCELg==

WirecutterInventory.Player1

f36011 Location:

Summary Statistics: Max. 1.0; Valid 1160.0; StDev 0.1931848112741073; Min. 0.0; Mean 0.038793103448275204;

Variable Format: numeric

Notes: UNF:6:thKwAsoFY0dU5UVlJ9bPjQ==

WirecutterInventory.Player2

f36011 Location:

Summary Statistics: StDev 0.18032851122759372; Mean 0.03362068965517211; Max. 1.0; Valid 1160.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:tmA0F8F76sMjLNcu4Xzazg==

WirecutterInventory.Player3

f36011 Location:

Summary Statistics: Valid 1160.0; Max. 1.0; StDev 0.17113528829590413; Mean 0.03017241379310362; Min. 0.0

Variable Format: numeric

Notes: UNF:6:z8cPW2BjaSbsFW1rSyZP8w==

ThreePhaseBombs.Player1

f36011 Location:

Summary Statistics: Min. 0.0; Max. 13.0; Valid 1160.0; Mean 1.9655172413793072; StDev 2.5265835447646916;

Variable Format: numeric

Notes: UNF:6:FFP+tHSvq25ofbo3hCMdIw==

ThreePhaseBombs.Player2

f36011 Location:

Summary Statistics: Mean 2.003448275862068; StDev 2.295282743038183; Valid 1160.0; Max. 16.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:WSGqZWnYJWYv+uXaIr0ADQ==

ThreePhaseBombs.Player3

f36011 Location:

Summary Statistics: Max. 16.0; Mean 2.43879310344828; StDev 2.7093380701851526; Min. 0.0; Valid 1160.0

Variable Format: numeric

Notes: UNF:6:okYVRgvMXqoNOUvLMpOQDg==

SoloDisposers

f36011 Location:

Variable Format: character

Notes: UNF:6:eWOIx507ZIjEyaboyHguHg==

AverageWaitTimeSeconds

f36011 Location:

Summary Statistics: Min. 0.0; StDev 75.0247281837177; Valid 1160.0; Max. 483.0; Mean 45.17931034482787

Variable Format: numeric

Notes: UNF:6:nlQgWXisvFKr1r2yCddUdg==

Filename

f36011 Location:

Variable Format: character

Notes: UNF:6:PwyNVn3qtTjvdMEbh1Ux5Q==

Other Study-Related Materials

Label:

ASIST_DatasetFileDownloads_Instructions.pdf

Text:

Quick reference instructions for using recommended download methods for this ASIST dataset.

Notes:

application/pdf

Other Study-Related Materials

Label:

README.txt

Text:

This document includes an overview of the dataset, a link to the software, and data-specific information.

Notes:

text/plain

Other Study-Related Materials

Label:

230804001812+P000003_P000004_P000005_1+NO_ADVISOR+9c5f329e-0c52-4254-b165-60f3a57b4fd3.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230804004103+P000003_P000004_P000005_2+NO_ADVISOR+78ab6b40-a14c-412b-a218-9888519623d3.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230804010123+P000003_P000004_P000005_3+NO_ADVISOR+42046534-941c-4818-9dec-c470142de697.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818214946+P000039_P000040_P000041_0+NO_ADVISOR+0d5986fd-aa43-428f-9cec-6f2ef4673d45.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818230704+P000039_P000040_P000041_1+NO_ADVISOR+399dc487-d412-4f02-b3f1-bf920a3c6f01.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818231105+P000003_P000004_P000044_0+NO_ADVISOR+359e10df-ad93-42bd-a2f8-bb176c794726.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818232644+P000003_P000004_P000044_1+NO_ADVISOR+0b0e618e-1b75-4187-b039-175ee765c81a.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818233337+P000039_P000040_P000041_2+NO_ADVISOR+37a0bbca-21bb-48c7-8ec0-754965b23589.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230818235538+P000003_P000004_P000044_9+NO_ADVISOR+66009964-a26c-4ab9-9de5-8df5d2bfdd4d.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819000005+P000039_P000040_P000041_3+NO_ADVISOR+1da83848-66a1-484d-8f3e-b60754d3832b.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819000603+P000014_P000015_P000016_1+NO_ADVISOR+4d922689-2611-4032-a8e1-b3398ff85d61.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819005735+P000039_P000040_P000041_4+NO_ADVISOR+6f866855-7b1c-4bae-bf6c-66c112e955d1.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819013404+P000014_P000015_P000016_2+NO_ADVISOR+9b6e386a-710b-4561-9a2d-40b45b11e73b.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819015755+P000003_P000048_P000049_0+NO_ADVISOR+a2cd1a8e-e243-43d9-ba07-7363587e573b.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819020720+P000014_P000015_P000016_3+NO_ADVISOR+bda9ed11-9e61-4ab7-879b-5fa6e7689827.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230819021837+P000003_P000048_P000049_1+NO_ADVISOR+ee017931-6461-4c55-8519-a1ef653f93f0.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230908013247+P000060_P000063_P000078_0+NO_ADVISOR+0fddd9f7-a62f-43e1-b2bf-3a6fab846322.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230908015202+P000077_P000083_P000084_0+NO_ADVISOR+1de05cc3-e8a2-4604-9306-9ec33ab2c6f7.zip

Notes:

application/zip

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Label:

230908015235+P000064_P000080_P000082_0+NO_ADVISOR+d7875aa3-8b76-4a62-b575-f184487ce753.zip

Notes:

application/zip

Other Study-Related Materials

Label:

230908021404+P000064_P000080_P000082_1+NO_ADVISOR+77789d4c-907f-407a-b1d9-5b28e8873f9a.zip

Notes:

application/zip

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