wassnameandClaudypoo b768395ee8 wvs map: drop CI whiskers (too messy), move uncertainty to a table ...

With a dozen+ models the 95% CI crosses overlap into noise. Remove the whiskers
from plot_value_map (clean red dots) and instead write a widest-first CI table
(wvs_model_ci.md) next to the figure. The table also documents that the wide CIs
are item-disagreement (a model rating different WVS items inconsistently on an
axis), which more samples will not shrink -- not sampling noise.

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

2026-07-05 10:42:15 +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

MFV human map: add Netherlands (Hopp et al. 2024 Dutch MFV, N=586)

2026-07-05 10:01:52 +08:00

probe_api_readout.py

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

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

probe_iw_themes.py

WVS map: labeled Inglehart-Welzel axes + Economist-style convex-hull zones

2026-07-04 21:26:25 +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

wvs map: drop CI whiskers (too messy), move uncertainty to a table

2026-07-05 10:42:15 +08:00