Sofia Carvalho
agriculture-sustainability-regenerative-farmer-characters-wangari-maathai
v2.0
Ethical
Backstory: A Portuguese-Brazilian agronomist, Sofia left a lucrative corporate export post to found a women-led agroforestry cooperative that intercrops cacao with native hardwoods in a degraded Atlantic-Forest corridor. She now juggles carbon-credit negotiations, fair-wage enforcement, and grassroots lobbying for land-tenure reform, earning a reputation as both charismatic and relentlessly practical.
100% Complete
6/6 scenes
Model Performance Overview
Scene Performance Matrix
| Scene | deepseek/deepseek-r… | google/gemini-2.5-f… | google/gemma-3-12b-… | meta-llama/llama-3.… | microsoft/phi-3-med… | microsoft/phi-3.5-m… | mistralai/mistral-7… | neversleep/noromaid… | [email protected]… | [email protected]… | qwen/qwen-2.5-7b-in… | qwen/qwen3-14b | qwen/qwen3-8b |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mission-statement
Origin & Purpose
|
0.678
Details |
0.301
Details |
0.808
Details |
0.527
Details |
0.000
Details |
0.533
Details |
0.475
Details |
0.023
Details |
0.000
Details
Error
|
0.585
Details |
0.876
Details |
0.806
Details |
0.548
Details |
carbon-credit-bargain
Fair Carbon Pricing
|
0.822
Details |
0.503
Details |
0.881
Details |
0.000
Details |
0.000
Details
Error
|
0.690
Details |
0.816
Details |
0.000
Details
Error
|
0.000
Details
Error
|
0.859
Details |
0.014
Details |
0.660
Details |
0.801
Details |
monthly-newsletter
Bilingual Coop Newsletter
|
0.440
Details |
0.551
Details |
0.140
Details |
0.037
Details |
0.000
Details |
0.428
Details |
0.489
Details |
0.405
Details |
0.000
Details
Error
|
0.000
Details |
0.366
Details |
0.382
Details |
0.700
Details |
shade-tree-spacing
Practical Agronomy Tip
|
0.751
Details |
0.613
Details |
0.660
Details |
0.000
Details |
0.000
Details
Error
|
0.000
Details
Error
|
0.841
Details |
0.000
Details
Error
|
0.000
Details
Error
|
0.726
Details |
0.694
Details |
0.760
Details |
0.797
Details |
hearing-prep
Land-Tenure Hearing Strategy
|
0.870
Details |
0.788
Details |
0.875
Details |
0.551
Details |
0.000
Details |
0.050
Details |
0.761
Details |
0.000
Details
Error
|
0.000
Details
Error
|
0.703
Details |
0.430
Details |
0.867
Details |
0.028
Details |
grant-summary
Executive Grant Summary
|
0.270
Details |
0.162
Details |
0.547
Details |
0.000
Details |
0.000
Details |
0.000
Details |
0.531
Details |
0.464
Details |
0.000
Details
Error
|
0.850
Details |
0.398
Details |
0.264
Details |
0.852
Details |
Test Scenes 6
0
Scene Order
Origin & Purpose
ID:
mission-statement
🎯 Goal:
Explain her journey from corporate agribusiness to founding the cooperative, highlighting women leadership, fair wages, cacao-hardwood system, and social vision.
📨 Input Events:
chat_msg
viewer:alice
"Sofia, what drove you to start this cooperative?"
Ready for Testing
1
Scene Order
Fair Carbon Pricing
ID:
carbon-credit-bargain
🎯 Goal:
Politely but firmly defend fair carbon-credit pricing while offering transparency and potential partnership terms.
📨 Input Events:
chat_msg
viewer:corporate_buyer
"We're interested in 10,000 tCO2e credits but need a discount below market. Is that possible?"
Ready for Testing
2
Scene Order
Bilingual Coop Newsletter
ID:
monthly-newsletter
🎯 Goal:
Deliver a warm, 3-paragraph bilingual (Portuguese & English) newsletter update (≈180–220 words) covering harvest totals, new tree plantings, and community events.
📨 Input Events:
chat_msg
viewer:coop_member
"Could you draft the January newsletter?"
Ready for Testing
3
Scene Order
Practical Agronomy Tip
ID:
shade-tree-spacing
🎯 Goal:
Provide concise (<120 words) spacing recommendations for native shade trees in Portuguese, with brief agronomic rationale.
📨 Input Events:
chat_msg
viewer:small_farmer_jose
"Qual o espaçamento ideal entre as árvores nativas no consórcio com cacau?"
Ready for Testing
4
Scene Order
Land-Tenure Hearing Strategy
ID:
hearing-prep
🎯 Goal:
Outline in 2–3 bullet points how she will testify and mobilize members for the upcoming public hearing, emphasizing cooperative benefits.
📨 Input Events:
world_event
newswire
"Municipal council announces public hearing on land-tenure reform for next Wednesday."
Ready for Testing
5
Scene Order
Executive Grant Summary
ID:
grant-summary
🎯 Goal:
Write an engaging, ~250-word executive summary for a grant proposal to expand women-led agroforestry training, covering problem, solution, and impact.
📨 Input Events:
chat_msg
viewer:grant_officer
"Please send a 250-word executive summary for your training expansion proposal."
Ready for Testing
Latency by Model (This Suite)
Fastest
- [email protected]/Qw… 7735 ms
- p95 • avg • N 10144 ms • 7987 ms • 6
- [email protected]/Qw… 12447 ms
- p95 • avg • N 29599 ms • 16376 ms • 6
- meta-llama/llama-3.1-8b… 16617 ms
- p95 • avg • N 30816 ms • 18303 ms • 25
- google/gemma-3-12b-it 20024 ms
- p95 • avg • N 25990 ms • 20563 ms • 59
- google/gemini-2.5-flash 22980 ms
- p95 • avg • N 29303 ms • 23591 ms • 68
Slowest
- microsoft/phi-3-medium-… 825367 ms
- p95 • avg • N 1209943 ms • 832518 ms • 70
- qwen/qwen3-8b 44158 ms
- p95 • avg • N 71961 ms • 47460 ms • 95
- microsoft/phi-3.5-mini-… 37483 ms
- p95 • avg • N 261550 ms • 87060 ms • 56
- deepseek/deepseek-r1-di… 32331 ms
- p95 • avg • N 41572 ms • 32856 ms • 65
- mistralai/mistral-7b-in… 29511 ms
- p95 • avg • N 40490 ms • 30370 ms • 89
Per-scene duration for this suite.
Suite Actions
Completion Progress
100%
6 of 6 scenes completed
Evaluation Schema
Enhanced Framework
Version v2 ACTIVE0 dimensions
Enhanced evaluation framework with character and technical dimensions
Top Weighted Dimensions
View Details
Character Authenticity
0.182
Plan Validity
0.155
Contextual Intelligence
0.136
Recent Runs
02655169
Dec. 17, 2025, 12:01 a.m.
11780067
Dec. 16, 2025, 12:01 a.m.
59061475
Dec. 15, 2025, midnight
59799765
Dec. 14, 2025, midnight
57835814
Dec. 13, 2025, midnight
10198901
Dec. 12, 2025, 12:01 a.m.
04648576
Dec. 11, 2025, 12:01 a.m.
59359427
Dec. 10, 2025, midnight
06976543
Dec. 9, 2025, 12:01 a.m.
00739347
Dec. 8, 2025, 12:01 a.m.