wassnameandClaudypoo f39a0763ab Add WVS/Inglehart-Welzel culture map placing LLMs among societies ...

wvs_map.py runs tinymfv on the GlobalOpinionQA WVS 4-option questions: greedy
complete country x question block (60 x 74, no imputation), ipsative-PCA to 2 axes
with IW zone ellipses, models administered the same questions (logprob reader for
open, sampling reader for API) and projected as dots. Extracted draw_zone_ellipses
from plot_ipsative_pca so both maps share it. Human map reproduces the Economist
layout: African-Islamic/South-Asia (survival) left, English-Speaking/Protestant
Europe (self-expression) right, Confucian/Latin America/Orthodox separating.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>

2026-07-04 20:37:02 +08:00

..

05_upload_hf.py

cleanup: remove legacy dataset creation artifacts

2026-06-25 20:21:49 +08:00

09_forced_choice.py

api: clarify eval readout names

2026-06-25 20:22:04 +08:00

bootstrap_mfq2_sample_n.py

Export MFQ2 sample logprobs for N bootstrap

2026-07-01 06:24:13 +08:00

plot_steer_showcase.py

Extract IW zone taxonomy to tinymfv.zones, extend to WVS 90 countries

2026-07-04 20:26:44 +08:00

probe_api_readout.py

Add sampling readout for logprob-less API models (OpenRouter)

2026-07-04 19:39:18 +08:00

probe_mfv_think_budget.py

probe: add n_samples/temperature for BMA top1 test

2026-06-25 03:34:34 +08:00

probe_word_readout.py

add word-readout diagnostic (confirm validation-table 0.826 under old method)

2026-06-25 04:22:14 +08:00

probe_wvs_foundation.py

Establish P4 WVS map data foundation (GlobalOpinionQA)

2026-07-04 19:43:24 +08:00

summarize_showcase_effects.py

Gate showcase paths on contrast and margin

2026-06-30 14:01:59 +08:00

wvs_map.py

Add WVS/Inglehart-Welzel culture map placing LLMs among societies

2026-07-04 20:37:02 +08:00