The MFV foundation readout is centered log-ratio (clr), not a logit. Renames the
showcase JSON/CSV consumers' keys (dclr/dclr_sem) and the shared reader-space-shift
column to match steering-lite's writers; the survey 'C = logit contrast' readout
keeps its logit naming.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Canonical home (moralmaps.metrics) for the continuous coherence-gated selectivity
sel_gated = (on - 0.1*off)*coh^2 plus the behavioral si_flips cross-check, imported
(not re-forked) by steering-lite and j-steer so the definition can't silently
diverge. README Measurement section defines both. 4 unit tests.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Per-category selectivity needs a non-competitive readout. One-vs-rest
log-odds score_f - logsumexp(score_{j!=f}) has a logsumexp dominated by the
top category, so a steer concentrating evidence on one foundation mechanically
depresses every other foundation's one-vs-rest log-odds and fabricates
off-axis collateral -- a real selective steer then scores LESS selective than a
diffuse random poke (jsteer authority gate, job 95). clr_f = score_f - mean(score)
is gauge-free (kills the softmax normalizer) and spreads a single-category shift
as +(1-1/K)/-1/K, so genuine selectivity survives.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Draw the title and github.com/wassname/moral-maps note in the empty bottom-left
INSIDE the axes so a crop can't strip attribution and there's no whitespace band.
Give the models overlay extra top headroom so the most-secular model stars and
their labels seat inside the frame instead of spilling above it. Regenerate PNG+SVG.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Import name tinymfv -> moralmaps, pip name tiny-mfv -> moral-maps, GitHub
URLs wassname/tinymfv -> wassname/moral-maps. HuggingFace dataset id
wassname/tiny-mfv left as-is (separate namespace, published data artifact).
Historical docs/spec/* and RESEARCH_JOURNAL keep their dated paths.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
