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Regenerate pure Authority showcase plots

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wassname committed 2026-07-01 07:30:49 +08:00
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docs/reviews/mfq2_authority_pca_n_bootstrap_20260701.csv
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instrument,foundation,subset_n,max_n,c,mean_delta_C,std_delta_C,ci95_lo,ci95_hi,signed_rate,boot
mfq2,authority,1,8,-1.0,-21.94780569397151,1.7031622861459217,-25.243402844842635,-18.65034712971853,1.0,1000
mfq2,authority,1,8,-0.5,-11.778916624204768,2.1617081034388765,-15.926909439181971,-7.85833323997884,1.0,1000
mfq2,authority,1,8,0.5,6.550166769824412,1.609009799339993,3.3052079223610975,9.68767309064433,1.0,1000
mfq2,authority,1,8,1.0,6.943764012062649,1.407083152357942,4.173263456509923,9.598611060719358,1.0,1000
mfq2,authority,2,8,-1.0,-22.60711382781291,1.2821175599259338,-24.959462723362474,-20.124597115947996,1.0,1000
mfq2,authority,2,8,-0.5,-12.447609411986198,1.7521233156599094,-15.902817654238037,-9.117580283356528,1.0,1000
mfq2,authority,2,8,0.5,6.154713772519535,1.244797779133812,3.7973792697172857,8.541457951438048,1.0,1000
mfq2,authority,2,8,1.0,6.389879953113583,1.0603767730266271,4.295182561766993,8.375861260119233,1.0,1000
mfq2,authority,4,8,-1.0,-23.079060815117504,0.8577093389647402,-24.63620188879489,-21.231798204665576,1.0,1000
mfq2,authority,4,8,-0.5,-13.246103043917017,1.377398309982331,-16.03556892930641,-10.70874218466875,1.0,1000
mfq2,authority,4,8,0.5,5.852962542977576,0.8632611567668418,4.16806639323715,7.519854731789757,1.0,1000
mfq2,authority,4,8,1.0,6.137885106580896,0.6924767318156831,4.7126713415346515,7.5244266324773825,1.0,1000
mfq2,authority,8,8,-1.0,-23.496613365686745,0.5762924134839185,-24.53996808619377,-22.34362272007602,1.0,1000
mfq2,authority,8,8,-0.5,-14.238519877339973,1.0948406676567135,-16.22269472076622,-12.028834026132936,1.0,1000
mfq2,authority,8,8,0.5,5.597667578642867,0.6027105672370505,4.494522499635291,6.78040143402327,1.0,1000
mfq2,authority,8,8,1.0,5.965520983552636,0.4827052620761642,5.029904207795393,6.913244131010062,1.0,1000
1 instrument foundation subset_n max_n c mean_delta_C std_delta_C ci95_lo ci95_hi signed_rate boot
2 mfq2 authority 1 8 -1.0 -21.94780569397151 1.7031622861459217 -25.243402844842635 -18.65034712971853 1.0 1000
3 mfq2 authority 1 8 -0.5 -11.778916624204768 2.1617081034388765 -15.926909439181971 -7.85833323997884 1.0 1000
4 mfq2 authority 1 8 0.5 6.550166769824412 1.609009799339993 3.3052079223610975 9.68767309064433 1.0 1000
5 mfq2 authority 1 8 1.0 6.943764012062649 1.407083152357942 4.173263456509923 9.598611060719358 1.0 1000
6 mfq2 authority 2 8 -1.0 -22.60711382781291 1.2821175599259338 -24.959462723362474 -20.124597115947996 1.0 1000
7 mfq2 authority 2 8 -0.5 -12.447609411986198 1.7521233156599094 -15.902817654238037 -9.117580283356528 1.0 1000
8 mfq2 authority 2 8 0.5 6.154713772519535 1.244797779133812 3.7973792697172857 8.541457951438048 1.0 1000
9 mfq2 authority 2 8 1.0 6.389879953113583 1.0603767730266271 4.295182561766993 8.375861260119233 1.0 1000
10 mfq2 authority 4 8 -1.0 -23.079060815117504 0.8577093389647402 -24.63620188879489 -21.231798204665576 1.0 1000
11 mfq2 authority 4 8 -0.5 -13.246103043917017 1.377398309982331 -16.03556892930641 -10.70874218466875 1.0 1000
12 mfq2 authority 4 8 0.5 5.852962542977576 0.8632611567668418 4.16806639323715 7.519854731789757 1.0 1000
13 mfq2 authority 4 8 1.0 6.137885106580896 0.6924767318156831 4.7126713415346515 7.5244266324773825 1.0 1000
14 mfq2 authority 8 8 -1.0 -23.496613365686745 0.5762924134839185 -24.53996808619377 -22.34362272007602 1.0 1000
15 mfq2 authority 8 8 -0.5 -14.238519877339973 1.0948406676567135 -16.22269472076622 -12.028834026132936 1.0 1000
16 mfq2 authority 8 8 0.5 5.597667578642867 0.6027105672370505 4.494522499635291 6.78040143402327 1.0 1000
17 mfq2 authority 8 8 1.0 5.965520983552636 0.4827052620761642 5.029904207795393 6.913244131010062 1.0 1000
docs/spec/20260630_authority_steer_pipeline.md
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@@ -106,13 +106,13 @@ Out:
- likely_fail: MFQ-2 noisy or opposite sign.
- sneaky_fail: profile shift comes from loss of answer structure; catch with answer mass, survey contrast, and MFV margin.
- UAT: one table lets the user decide whether the steer is good enough to show.
- [ ] T12 (R6): Estimate the minimum MFQ-2 `N` needed for stable steering plots.
- [x] T12 (R6): Estimate the minimum MFQ-2 `N` needed for stable steering plots.
- steps: measure bootstrapped MFQ-2 Authority path variability at subset sizes `N=1,2,4,8` from per-sample readouts, or add a per-sample export if the current aggregate output is insufficient.
- verify: table reports mean and bootstrap std/CI for Authority `C` deltas at each subset size and c row.
- success: choose the smallest `N` whose bootstrapped direction and effect size are stable enough for README plots.
- likely_fail: current `mfq2_profiles.csv` only has aggregate `C_sd`/`C_sem`, not the sample-level trajectories needed for subset bootstrapping.
- sneaky_fail: bootstrapping across items instead of think trajectories answers the wrong question; catch by inspecting the exported unit of resampling.
- UAT: committed table or CSV shows MFQ-2 subset stability, with enough detail to choose default `N`.
- UAT: committed table or CSV shows MFQ-2 subset stability, with enough detail to choose default `N`. Result: `/media/wassname/SGIronWolf/projects5/2026/lite/tinymfv/docs/reviews/mfq2_authority_pca_n_bootstrap_20260701.csv` shows correct Authority direction for every bootstrap draw at `N=1,2,4,8` and `c in {-1,-0.5,+0.5,+1}`. `N=1` is enough for sign stability in this run; `N=4` or `N=8` gives tighter deltas for publication/readme plots.
- [x] T8 (R1-R5): Repair the pure-Authority data selection.
- steps: inspect rendered strict25 examples; remove scenarios whose Authority affordance is actually Social Norms, legality, institutional controversy, or welfare/autonomy; rerun scenario validation with stricter source balance and example audit.
- verify: selected examples file has direct respect/disregard for authority without Social Norms or dignity/care wording, and source counts are not dominated by ValueBench.
@@ -161,6 +161,15 @@ Out:
- likely_fail: method plots overwrite README figures or the candidate PCA directory.
- sneaky_fail: plots use different c retention rules across methods; catch by plotter output showing coherent c values for each method.
- UAT: artifacts are in `/media/wassname/SGIronWolf/projects5/2026/lite/tinymfv/docs/img/showcase_authority_method_compare_mundane15/`.
- [x] T14 (R5-R7): Regenerate live README plot images from the successful PCA full run.
- steps: run the full PCA showcase on MFV, MFQ-2, Humor Styles, and Big Five; verify MFV Authority direction and coherence; regenerate `docs/img/showcase`.
- verify:
- `uv run --extra benchmark python scripts/verify_authority_showcase.py outputs/20260630T222000Z_pure_authority_mundane15_pca_readme_mfv_mfq2_humor_big5_n8`
- `uv run python scripts/plot_steer_showcase.py --run-dir /media/wassname/SGIronWolf/projects5/2026/lite/steering-lite/outputs/20260630T222000Z_pure_authority_mundane15_pca_readme_mfv_mfq2_humor_big5_n8 --out docs/img/showcase --vec-label "pure Authority, PCA (+c = more Authority)" --coherence-frac 0.99 --margin-frac 0.50 --contrast-frac 0.000001`
- success: all four live showcase plot sets use the same coherent path `[-1, -0.5, 0, +0.5, +1]` and no 16PF plot is regenerated.
- likely_fail: MFV Authority sign regresses in the full run.
- sneaky_fail: plotter silently drops different `c` rows per instrument; catch by the shared coherent c-values printout.
- UAT: live plot files are in `/media/wassname/SGIronWolf/projects5/2026/lite/tinymfv/docs/img/showcase/{mfv,mfq2,humor_styles,big5}/`. MFV verifier result: Authority dlogit `+0.306/-0.327` at `c=0.5` and `+0.906/-0.910` at `c=1.0`; `pmass=1.000`, `frac_unscorable=0.000`, and minimum `margin/base=0.800`. Plotter result: shared coherent c values `[-1.0, -0.5, 0.0, 0.5, 1.0]`.
## Context
- Current wrong path: `dignity_over_authority` strict22. It was selected as the best dignity conflict axis, not the desired Authority-only axis.
@@ -233,3 +242,5 @@ Out:
- 2026-07-01: User correctly objected that the `c=0.5`, MFQ-2, Social-Norms-selectivity, and hard coherence thresholds were arbitrary. Replaced the active verifier with an MFV-only evidence report: Authority direction over all paired c values, plus MFV `pmass`, `mean_margin`, `margin/base`, `frac_unscorable`, and `mean_nll_prefill`. Under this corrected view, `pca` and `linear_act` have signed MFV Authority direction across the evaluated path; `sspace` is only locally signed; `mean_diff` and `directional_ablation` are direction failures.
- 2026-07-01: Rendered candidate maps/ranges from the current best MFV-only method, `pca`, into `/media/wassname/SGIronWolf/projects5/2026/lite/tinymfv/docs/img/showcase_authority_pca_mundane15/`. These are candidate artifacts, not README replacements.
- 2026-07-01: Rendered method-comparison maps/ranges into `/media/wassname/SGIronWolf/projects5/2026/lite/tinymfv/docs/img/showcase_authority_method_compare_mundane15/`.
- 2026-07-01: Pueue 423 completed the full PCA run over MFV, MFQ-2, Humor Styles, and Big Five at `N=8`: `/media/wassname/SGIronWolf/projects5/2026/lite/steering-lite/outputs/20260630T222000Z_pure_authority_mundane15_pca_readme_mfv_mfq2_humor_big5_n8`. MFV Authority direction is signed at both evaluated magnitudes (`+0.306/-0.327` at `c=0.5`; `+0.906/-0.910` at `c=1.0`) and coherence is clean (`pmass=1.000`, unscorable `0`, min margin/base `0.800`). The README plot images were regenerated from this run with the shared coherent c path `[-1,-0.5,0,+0.5,+1]`.
- 2026-07-01: MFQ-2 per-sample bootstrap from the pueue 423 run shows sign stability even at `N=1`: every bootstrap draw has the intended Authority direction for `c in {-1,-0.5,+0.5,+1}`. `N=4` or `N=8` tightens uncertainty, but the minimum sign-stable `N` in this run is `1`.