fix(xai,#16619): ancrer les phi moyen conditionnels sur la mesure kernel

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CodeQL on: dynamic 4

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Exercice-solution HIGH delta guard (#8053)

Markdown deaccent advisory (per-notebook, label, non-blocking)

No SVG broken-geometry (negative-dim) defect in changed notebooks

No SVG decimal-comma defect in changed notebooks

No SVG empty-display defect in changed notebooks

No degenerate figure in changed notebooks

No fabricated text output in changed notebooks

No markdown content loss in changed notebooks

No notebook health regression

No offscreen-flat SVG in changed notebooks

Notebook outputs required (H.4 schema)

Output-collapse ratchet (base vs PR, advisory)

Output-failure ratchet (base vs PR)

Output-flood ratchet (base vs PR)

Repeated-prose advisory (per-notebook, non-blocking)

Source-collapse ratchet (base vs PR, advisory)

Translation hot-drift (base vs PR, advisory)

check-links

fast-lane (ombre): banner-guard

fast-lane (ombre): bare-cross-dir-load-gate

fast-lane (ombre): duplicate-notebook-index-guard

fast-lane (ombre): kernel-suffix-canon-guard

fast-lane (ombre): markdown-rendering-guard

fast-lane (ombre): notebook-interp-positioning-guard

fast-lane (ombre): notebook-navlink-check

fast-lane (ombre): perimeter-review-guard

fast-lane (ombre): pip-leak-guard

fast-lane (ombre): prose-counts-guard

fast-lane (ombre): slot-reservation-guard

fast-lane (ombre): solution-leak-guard

interval-kind-consistency-guard

Mermaid Fill Color Advisory on: pull_request 1

Mermaid fill-without-color advisory (label, non-blocking)

Catalog Drift Check on: pull_request 2

Notebook catalog drift (read-only, advisory)

Paragraph Length Advisory on: pull_request 2

Paragraph length > 2000 chars advisory (label, non-blocking)

PR gate on: pull_request 1

PR gate

Always-on guards on: pull_request 2

Always-on guards -- 14 organes, 1 checkout

notebook-interp-positioning-guard on: pull_request 1

check_interp_positioning.py

Notebook Execution Required on: pull_request 3

Detect notebook changes

Golden-set execution (H.7 P3)

Static validation (H.1/H.3/C.1)

Translation Drift Check on: pull_request 2

Translation drift (read-only)

Notebook plan-loss gate on: pull_request 2

No notebook plan loss in changed notebooks

markdown-rendering-guard on: pull_request 1

markdown-rendering guard (main-repo notebooks)

Source-Output Ratchet on: pull_request 2

Source-output ratchet (advisory)

Always-on metadata guards on: pull_request 1

Always-on metadata guards -- 3 organes, 1 checkout

notebook-link-render-check on: pull_request 2

check_notebook_link_render.py (advisory)

Bare cross-dir on: pull_request 2

No bare cross-dir #load in changed notebooks

Notebook outputs required (H.4 schema) on: pull_request 4

Detect notebook changes (outputs-required)

Validate 'outputs' key on every code cell

Cell-order gate on: pull_request 2

No cell-ordering regression in changed notebooks

Validation Matrix on: pull_request 1

validate

pip-leak-guard on: pull_request 1

!pip install HIGH delta guard (#6314)

Pedagogy Density Advisory on: pull_request 2

Pedagogy density >= 1200 c/cell advisory (label, non-blocking)

Pedagogy density baseline orphan guard (#13815)

MD Hierarchy Drift Advisory on: pull_request 1

scan_md_hierarchy drift (advisory)

solution-leak-guard on: pull_request 1

Solution-leak HIGH delta (advisory, WARN phase, #8053)

Secret Scan on: pull_request 4

Gitleaks secret scanner

Gitleaks secret scanner (fork)

Gitleaks positive controls (#10143)

Twin Parity Check on: pull_request 4

Twin parity audit (#8057)

Twin parity SHA mismatch (#9399 volet b, advisory)

Notebook Validation on: pull_request 2

validate-notebooks

prose-counts-guard on: pull_request 1

prose-counts

Markdown claims anchored to previous output (advisory) on: pull_request 1

Markdown claims anchored to previous output (#11435 advisory)

Quarto Pages Deploy on: pull_request 1

Build Quarto site

Validate Quarto build (PR)

Deploy to GitHub Pages

Consecutive Code Cells Advisory on: pull_request 1

Consecutive code cells >= 2 advisory (label, non-blocking)

banner-guard on: pull_request 1

probeAddresses banner guard (main-repo notebooks)

Notebook Exec Sequence Ratchet on: pull_request 1

Exec-sequence ratchet (base vs PR)

Notebook LaTeX Control Chars on: pull_request 1

latex-control-chars

Notebook Cell Source Parses on: pull_request 1

cell-source-parses

Notebook Papermill Ratchet on: pull_request 1

Papermill ratchet (base vs PR)

Notebook Navlink Check on: pull_request 1

check-navlinks

Enrich-quality gate on: pull_request 3

No enrich-quality regression in changed notebooks

Code scanning results

CodeQL

perimeter-review-guard on: pull_request_review 2

perimeter review guard (#11268)

fix(xai,#16619): ancrer les phi moyen conditionnels sur la mesure kernel

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