entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-7031-00"
socCode = "51-7031.00"
title = "Model Makers, Wood"
summary = "Construct full-size and scale wooden precision models of products. Includes wood jig builders and loft workers."
aliases = ["Craftsman", "Model Maker", "Sample Builder", "Sample Maker", "Builder", "Jig Maker", "Model Builder", "Product Development Carpenter", "Sample Worker", "Wood Carver", "Aircraft Model Maker", "Architectural Wood Model Maker"]
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 = "Post-Secondary Certificate"
percentage = 30.84

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 30.21

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 20.3

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 14.33

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.32

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

[market]
medianWage = 51850
meanWage = 59780
pct10Wage = 24710
pct25Wage = 40420
pct75Wage = 80380
pct90Wage = 95850
employment = 360
areaTitle = "U.S."

[industries]
count = 1

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 220
medianWage = 43720
lq = 7.38

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 220
lq = 7.38

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

[aiOutlook.index]
value = 33
percentile = 31
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 28
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 27
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 45
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.96
percentile = 91
band = "High"
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 = 0.07692307692307693
beta = 0.15384615384615385
gamma = 0.23076923076923078

[aiOutlook.bls]
growthPercent = -4.5
growthPercentile = 13
direction = "Declining"
annualOpeningsThousands = 0.1
annualOpeningsPercentile = 1
employment2024Thousands = 0.9
employment2034Thousands = 0.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.7278869
percentile = 28
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 = 0.23076923076923078
percentile = 27
band = "Low"
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 = 0.13834371077907376
percentile = 45
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 = "Verify dimensions and contours of models during hand-forming processes, using templates and measuring devices."
usagePercent = 0.0030812336437847413
importance = 4.16

[[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"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 1
totalSample = 41
autonomyMedian = 2
collaboration = []
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.useCase]]
label = "coursework"
percent = 63.41

[[aiPlaybook.delegatedTasks]]
task = "Verify dimensions and contours of models during hand-forming processes, using templates and measuring devices."
usagePercent = 0.004100512564070509
autonomyMedian = 2
sampleCount = 41

[[aiPlaybook.boundaryTasks]]
task = "Verify dimensions and contours of models during hand-forming processes, using templates and measuring devices."
humanNeededPercent = 92.6829268292683
sampleCount = 41

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: verify dimensions and contours of models during hand-forming processes, using templates and measuring devices"

[counts]
tasks = 14
skills = 37
capabilities = 119
tools = 6
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "ec08a559a3a1d745"

[[tasks]]
text = "Read blueprints, drawings, or written specifications, and consult with designers to determine sizes and shapes of patterns and required machine setups."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Fit, fasten, and assemble wood parts together to form patterns, models, or sections, using glue, nails, dowels, bolts, screws, and other fasteners."
type = "Core"
iwa = "4.A.3.a.2.aj"

[[tasks]]
text = "Verify dimensions and contours of models during hand-forming processes, using templates and measuring devices."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Trim, smooth, and shape surfaces, and plane, shave, file, scrape, and sand models to attain specified shapes, using hand tools."
type = "Core"
iwa = "4.A.3.a.2.g"

[[tasks]]
text = "Construct wooden models, patterns, templates, full scale mock-ups, and molds for parts of products and production tools."
type = "Core"
iwa = "4.A.3.a.2.aj"

[[tasks]]
text = "Plan, lay out, and draw outlines of units, sectional patterns, or full-scale mock-ups of products."
type = "Core"
iwa = "4.A.3.a.2.ao"

[[tasks]]
text = "Select wooden stock, determine layouts, and mark layouts of parts on stock, using precision equipment such as scribers, squares, and protractors."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Mark identifying information on patterns, parts, and templates to indicate assembly methods and details."
type = "Core"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Set up, operate, and adjust a variety of woodworking machines such as bandsaws and planers to cut and shape sections, parts, and patterns, according to specifications."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Maintain pattern records for reference."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Build jigs that can be used as guides for assembling oversized or special types of box shooks."
type = "Core"
iwa = "4.A.3.a.2.d"

[[tasks]]
text = "Issue patterns to designated machine operators."
type = "Core"
iwa = "4.A.4.c.3.c"

[[activities]]
name = "Measure dimensions of completed products or workpieces to verify conformance to specifications."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Study blueprints or other instructions to determine equipment setup requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Exchange information with colleagues."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Set equipment controls to meet cutting specifications."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Operate cutting equipment."
iwa = "4.A.3.a.3.l"

[[activities]]
name = "Assemble wood products."
iwa = "4.A.3.a.2.aj"

[[activities]]
name = "Shape surfaces or edges of wood workpieces."
iwa = "4.A.3.a.2.g"

[[activities]]
name = "Trim excess material from workpieces."
iwa = "4.A.3.a.2.l"

[[activities]]
name = "Measure materials to mark reference points, cutting lines, or other indicators."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Select production input materials."
iwa = "4.A.2.b.1.j"

[[activities]]
name = "Build production molds."
iwa = "4.A.3.a.2.aj"

[[activities]]
name = "Mark products, workpieces, or equipment with identifying information."
iwa = "4.A.1.b.1.a"

[[activities]]
name = "Draw guide lines or markings on materials or workpieces using patterns or other references."
iwa = "4.A.3.a.2.ao"

[[activities]]
name = "Construct patterns, templates, or other work aids."
iwa = "4.A.3.a.2.aj"

[[activities]]
name = "Record operational or production data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Assemble machine tools, parts, or fixtures."
iwa = "4.A.3.a.2.d"

[[activities]]
name = "Distribute supplies to workers."
iwa = "4.A.4.c.3.c"

[[activities]]
name = "Apply protective or decorative finishes to workpieces or products."
iwa = "4.A.3.a.2.ag"

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.98

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Design"
family = "knowledge"
value = 3.8

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.61

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.38

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.38

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.24

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.12

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.98

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Operations Analysis"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Siemens NX"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

[[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 = "Dassault Systemes CATIA"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "Siemens NX"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.91

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.36

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.24

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.21

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

[[workContext]]
name = "Spend Time Standing"
value = 4.1

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.08

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.02

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.99

[[workContext]]
name = "Frequency of Decision Making"
value = 3.81

[[workContext]]
name = "Contact With Others"
value = 3.77

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.75

[[workContext]]
name = "Exposed to Contaminants"
value = 3.71

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.55

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.51

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.47

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.35

[[workContext]]
name = "Telephone Conversations"
value = 3.33

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.32

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.3

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.26

[[workContext]]
name = "E-Mail"
value = 3.02

[[workContext]]
name = "Physical Proximity"
value = 2.98

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.81

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.78

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.61

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.61

[[workContext]]
name = "Consequence of Error"
value = 2.49

[[workContext]]
name = "Conflict Situations"
value = 2.47

[[workContext]]
name = "Level of Competition"
value = 2.41

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.38

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.26

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.17

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.16

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.16

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2

[[workContext]]
name = "Spend Time Sitting"
value = 1.94

[[workContext]]
name = "Degree of Automation"
value = 1.87

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.81

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 1.7

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 6.74

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.89

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.99

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 3.79

[[personFit]]
name = "Applied Arts and Design"
family = "specific_interest_area"
value = 3.6

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 3.53

[[personFit]]
name = "Visual Arts"
family = "specific_interest_area"
value = 2.86

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.67

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.57

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.16

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.69

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.59

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.56

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.4

[[relatedRoles]]
socCode = "51-7011.00"
slug = "role-51-7011-00"
title = "Cabinetmakers and Bench Carpenters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4192.00"
slug = "role-51-4192-00"
title = "Layout Workers, Metal and Plastic"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-7032.00"
slug = "role-51-7032-00"
title = "Patternmakers, Wood"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4061.00"
slug = "role-51-4061-00"
title = "Model Makers, Metal and Plastic"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-2041.00"
slug = "role-51-2041-00"
title = "Structural Metal Fabricators and Fitters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-2031.00"
slug = "role-47-2031-00"
title = "Carpenters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4062.00"
slug = "role-51-4062-00"
title = "Patternmakers, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-7042.00"
slug = "role-51-7042-00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-2011.00"
slug = "role-51-2011-00"
title = "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9195.03"
slug = "role-51-9195-03"
title = "Stone Cutters and Carvers, Manufacturing"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9195.00"
slug = "role-51-9195-00"
title = "Molders, Shapers, and Casters, Except Metal and Plastic"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-4111.00"
slug = "role-51-4111-00"
title = "Tool and Die Makers"
tier = "Supplemental"

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

[[careerClusters]]
cluster = "Construction"
slug = "construction"

[[studyPrograms]]
title = "Precision Production"
slug = "precision-production"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.96
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.7278869
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.4842993
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.8021085
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
