wassnameandClaudypoo bb5edddbbb MFV: drop the culture map + quadrant, keep range vs pooled reference (invariance failure) ...

MFV country norms fail cross-country measurement invariance (Jimenez-Leal 2025: non-invariance + DIF,
'cross-cultural comparisons restricted') and are stitched from 5 studies, so the culture map/quadrant
drew false structure (inverted West vs Latin America). Delete plot_mfv_map + plot_mfv_value and the
value_coords_contrast/axis_contrast helpers; MFV keeps only the range plot, now against ONE pooled
human reference (mean of the 8 z-scored samples), no per-country identity. Add data-dir note + README
caveats citing the sources.

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

2026-07-05 21:45:15 +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_2d_grid.py

Add 2D honesty x credulity grid plotter

2026-07-05 13:55:33 +08:00

plot_steer_showcase.py

MFV: drop the culture map + quadrant, keep range vs pooled reference (invariance failure)

2026-07-05 21:45:15 +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

maps: anchor orientation geographically (West->west, African-Islamic->south) on every map

2026-07-05 19:30:44 +08:00