entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-1011-00"
socCode = "33-1011.00"
title = "First-Line Supervisors of Correctional Officers"
summary = "Directly supervise and coordinate activities of correctional officers and jailers."
aliases = ["Correctional Officer Captain", "Correctional Supervisor", "Commissary Manager", "Correction Officer Supervisor", "Correction Warden", "Correctional Captain", "Correctional Case Records Supervisor", "Correctional Housing Unit Manager", "Correctional Program Supervisor", "Corrections Lieutenant", "Detention Director", "Detention Supervisor"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 58.99

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 22.88

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 10.69

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 5.15

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 2.28

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 76310
meanWage = 82260
pct10Wage = 50340
pct25Wage = 56890
pct75Wage = 102190
pct90Wage = 125170
employment = 53390
areaTitle = "U.S."

[industries]
count = 2

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1360
medianWage = 68800
lq = 0.43

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
medianWage = 64990

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1360
lq = 0.43

[aiOutlook]
teleworkable = false
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 36
percentile = 34
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 33
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 35
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 40
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.025
percentile = 16
band = "Low"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0.21739130434782608
beta = 0.2826086956521739
gamma = 0.34782608695652173

[aiOutlook.bls]
growthPercent = -2.8
growthPercentile = 17
direction = "Declining"
annualOpeningsThousands = 4.3
annualOpeningsPercentile = 45
employment2024Thousands = 57.1
employment2034Thousands = 55.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.5584278
percentile = 33
band = "Low"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.34782608695652173
percentile = 35
band = "Moderate"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.12375314576365637
percentile = 40
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations."
usagePercent = 0.0016433246100185286
importance = 4.71

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 23
skills = 38
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "91c551f84e78fb42"

[[tasks]]
text = "Take, receive, or check periodic inmate counts."
type = "Core"
iwa = "4.A.4.b.4.d"

[[tasks]]
text = "Maintain order, discipline, and security within assigned areas in accordance with relevant rules, regulations, policies, and laws."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Respond to emergencies, such as escapes."
type = "Core"
iwa = "4.A.4.a.5.e"

[[tasks]]
text = "Supervise and direct the work of correctional officers to ensure the safe custody, discipline, and welfare of inmates."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Supervise or perform searches of inmates or their quarters to locate contraband items."
type = "Core"
iwa = "4.A.1.a.2.g"

[[tasks]]
text = "Restrain, secure, or control offenders, using chemical agents, firearms, or other weapons of force as necessary."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Monitor behavior of subordinates to ensure alert, courteous, and professional behavior toward inmates, parolees, fellow employees, visitors, and the public."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Carry injured offenders or employees to safety and provide emergency first aid when necessary."
type = "Core"
iwa = "4.A.4.a.5.e"

[[tasks]]
text = "Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Supervise activities, such as searches, shakedowns, riot control, or institutional tours."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Conduct roll calls of correctional officers."
type = "Core"
iwa = "4.A.4.b.4.d"

[[activities]]
name = "Read materials to determine needed actions."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Evaluate employee performance."
iwa = "4.A.2.a.1.d"

[[activities]]
name = "Count prison inmates or personnel."
iwa = "4.A.4.b.4.d"

[[activities]]
name = "Use weapons or physical force to maintain security."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Respond to emergencies to provide assistance."
iwa = "4.A.4.a.5.e"

[[activities]]
name = "Maintain professional knowledge or certifications."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Direct operations of correctional facilities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Locate suspicious objects or vehicles."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Search individuals for illegal or dangerous items."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Maintain operational records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Write operational reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Train employees in proper work procedures."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Rescue people from hazardous situations."
iwa = "4.A.4.a.5.e"

[[activities]]
name = "Administer first aid."
iwa = "4.A.4.a.5.g"

[[activities]]
name = "Supervise inmate activities."
iwa = "4.A.4.b.4.d"

[[activities]]
name = "Determine operational procedures."
iwa = "4.A.2.b.1.d"

[[activities]]
name = "Prepare activity or work schedules."
iwa = "4.A.4.b.1.f"

[[activities]]
name = "Resolve interpersonal conflicts."
iwa = "4.A.4.a.7.a"

[[activities]]
name = "Escort prisoners to courtrooms, prisons, or other facilities."
iwa = "4.A.3.a.1.l"

[[activities]]
name = "Drive vehicles to transport individuals or equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Review documents or materials for compliance with policies or regulations."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Discuss performance, complaints, or violations with supervisors."
iwa = "4.A.4.a.2.c"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.81

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.39

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 4.15

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 4.11

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.04

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.75

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.75

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.69

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.64

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.62

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.24

[[capabilities]]
name = "Sociology and Anthropology"
family = "knowledge"
value = 3.24

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.19

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.12

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft PowerPoint"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Email Software"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Presentation Software"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "3M Electronic Monitoring"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Guardian RFID"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Jail management software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.95

[[workContext]]
name = "Telephone Conversations"
value = 4.92

[[workContext]]
name = "Contact With Others"
value = 4.77

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.77

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.76

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.72

[[workContext]]
name = "Frequency of Decision Making"
value = 4.68

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.66

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.57

[[workContext]]
name = "Conflict Situations"
value = 4.51

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.47

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.43

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 4.31

[[workContext]]
name = "Time Pressure"
value = 4.16

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.13

[[workContext]]
name = "Written Letters and Memos"
value = 4.07

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.04

[[workContext]]
name = "Physical Proximity"
value = 4.03

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.01

[[workContext]]
name = "Public Speaking"
value = 3.96

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.91

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.84

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.84

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.63

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.59

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.51

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.38

[[workContext]]
name = "Spend Time Standing"
value = 3.33

[[workContext]]
name = "Consequence of Error"
value = 3.25

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.19

[[workContext]]
name = "Exposed to Contaminants"
value = 3.18

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.07

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.02

[[workContext]]
name = "Level of Competition"
value = 2.97

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.94

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.76

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.66

[[workContext]]
name = "Spend Time Sitting"
value = 2.58

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.41

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.4

[[personFit]]
name = "Dependability"
family = "work_style"
value = 9

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 8

[[personFit]]
name = "Integrity"
family = "work_style"
value = 7

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 6.48

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 6.32

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 6

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 5.89

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.06

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 5

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.54

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 4

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.58

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 3.27

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.2

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 3

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2.72

[[relatedRoles]]
socCode = "33-3012.00"
slug = "role-33-3012-00"
title = "Correctional Officers and Jailers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "21-1092.00"
slug = "role-21-1092-00"
title = "Probation Officers and Correctional Treatment Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-1091.00"
slug = "role-33-1091-00"
title = "First-Line Supervisors of Security Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-1012.00"
slug = "role-33-1012-00"
title = "First-Line Supervisors of Police and Detectives"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-3051.00"
slug = "role-33-3051-00"
title = "Police and Sheriff's Patrol Officers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-3021.00"
slug = "role-33-3021-00"
title = "Detectives and Criminal Investigators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-1011.00"
slug = "role-43-1011-00"
title = "First-Line Supervisors of Office and Administrative Support Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-3011.00"
slug = "role-33-3011-00"
title = "Bailiffs"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "39-1014.00"
slug = "role-39-1014-00"
title = "First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-1044.00"
slug = "role-53-1044-00"
title = "First-Line Supervisors of Passenger Attendants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "39-1022.00"
slug = "role-39-1022-00"
title = "First-Line Supervisors of Personal Service Workers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "11-9151.00"
slug = "role-11-9151-00"
title = "Social and Community Service Managers"
tier = "Supplemental"

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"

[[studyPrograms]]
title = "Homeland Security, Law Enforcement, Firefighting and Related Protective Services"
slug = "homeland-security-law-enforcement-firefighting-and-related-protective-services"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.025
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.5584278
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8863705
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.3614321
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
