What Should I Become? When LLMs Present a Slice of Opportunity as the Whole
Taylor Wise and Scott Seidenberger and Anindya Maiti

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analyses/00_precompute_cache.py 2.33kB
analyses/01_education_barrier_visibility.py 11.01kB
analyses/02_wage_by_profile.py 11.86kB
analyses/03_search_source_mirroring.py 9.37kB
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analyses/08_profile_category_heatmap.py 2.89kB
analyses/09_llm_search_bls_compare.py 2.93kB
analyses/10_uncertainty_significance.py 8.09kB
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analyses/lib.py 12.12kB
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analyses/out/02_wage_by_profile.csv 0.72kB
analyses/out/03_source_mirroring.csv 1.65kB
analyses/out/04_prompt_framing.csv 1.44kB
analyses/out/05_per_model.csv 0.85kB
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analyses/out/06_refusal_off_template.csv 0.10kB
analyses/style.py 4.96kB
dataset/combined_search_sources.csv 166.21kB
dataset/Employment Projections.csv 277.34kB
dataset/finalThesisQA.csv 140.32MB
figures/01a_edu_direct_overall.pdf 13.70kB
figures/01b_edu_implied_overall.pdf 13.03kB
figures/01c_edu_direct_by_profile.pdf 21.63kB
figures/01d_edu_implied_by_profile.pdf 21.95kB
figures/02a_wage_by_profile.pdf 16.03kB
figures/02b_wage_lowincome_vs_wealthy.pdf 15.08kB
figures/03a_source_type_category_dist.pdf 23.22kB
figures/03b_llm_vs_source_distance.pdf 13.11kB
figures/04a_prompt_framing_heatmap.pdf 19.57kB
figures/04b_role_framing_compare.pdf 13.69kB
figures/05a_per_model_heatmap.pdf 21.64kB
figures/05b_within_family_size_compare.pdf 18.94kB
figures/06a_empty_path_by_model.pdf 13.87kB
figures/06b_empty_path_by_profile_x_prompt.pdf 20.15kB
figures/07_overall_visibility_bar.pdf 14.17kB
figures/08_profile_category_heatmap.pdf 21.33kB
figures/09_llm_search_bls_compare.pdf 14.35kB
LICENSE 1.11kB
LICENSE-DATA.txt 1.73kB
materials/category_keywords.json 203.54kB
materials/education_tier_keywords.json 1.57kB
materials/profiles.csv 7.67kB
materials/prompts_by_framing.txt 0.82kB
materials/soc_to_category.csv 0.39kB
README.md 5.77kB
requirements.txt 0.17kB
SHA256SUMS 5.40kB
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