Figure and analysis source

Paper E — engineered-IMBH systems

Reproduction scripts and outputs for Engineered Intermediate-Mass Black Hole Systems (Paper E). Fixed seed 20260717; all quoted numbers regenerate from these scripts. Full LaTeX source for all five papers is at /papers/source/.

File	What it is
common.py	Shared constants (fiducial 2×10⁴ M☉ Kerr hole, ω Cen core parameters)
fig1_envelope.py	The flyby Monte Carlo (Fig. 1). Outputs fig1_envelope.png + fig1_results.json
fig2_constraint_plane.py	(P_comp, 1−f_sink) constraint plane (Fig. 2). Outputs fig2_constraint_plane.png
fig3_lnk.py	Worked-example ln K computation, §5. Outputs fig3_lnk.png
fig4_r_statistic.py	Schematic PSD for the R statistic (illustrative, no data). Outputs fig4_r_statistic.png
fig1_results.json	Machine-readable Monte Carlo output: per-radius median/16–84% survival times, encounter rates, kick variances
README.md	Method notes and reproduction instructions
appendix_d_validation.py	Appendix E (E6) adjudication-machinery validation script for Paper E.

Reproduction scripts and outputs for the joint radio–infrared–X-ray accretion bound (fixed seed 42, N = 40,000 draws).

File	What it is
fF_posterior_v3.py	The Monte Carlo of record: forward model, likelihoods, three flow families. Outputs fF_v3_results.json.
fF_posterior_v2.py	Earlier draft MC, retained for the version record. Outputs fF_v2_results.json, fF_v2_exclfrac.json.
fF_joint_bound.py	Appendix threshold-inversion cross-check. Outputs fF_results.json.
fF_expand_v1.py	v1.2 expansion: nuisance dominance, SED-family adjudication, continuous exclusion curve, epoch-resolved duty cycle, DM forecast. Outputs nuisance.json (png), sed.json (png), exclcurve.json (png), duty.json, dm.json.
fF_epochs.json	ATCA per-block epoch table (25 blocks, 177.19 h) behind the duty-cycle analysis.
fF_measured_inputs.json	Measured observational inputs of record (provenance report).
fF_maveric_context.json	MAVERIC survey-population context values.
fF_fig1.png	Posterior figure as rendered on the full-text page.
fF_v03_2_EDITLOG.md	v0.3 build editlog, version record.

Outputs for the residual X-ray census. The manuscript source is in papers/source/.

File	What it is
fG_expand_v1.py	v1.2 expansion script: sky map, colour–flux plane, log N–log S residual, control recovery, ranked target list, epoch-comparison cost. Asserts the run of record before computing anything new.
fG_target_list.json	The ranked 39-source MSP-like candidate pool, machine-readable: pre-registered ranking rule, all three chance-coincidence estimators per source, caveat flags.
fG_expand_skymap.json (png)	Core sky map (paper Fig. 2).
fG_expand_colourflux.json (png)	Colour–flux plane (Fig. 6).
fG_expand_lognlogs.json (png)	log N–log S residual (Fig. 5).
fG_expand_control.json (png)	47 Tucanae control recovery (Fig. 1).
fG_expand_variability.json	Epoch-comparison cost table (Appendix B).
fG_fig1.png, fG_fig2.png	Original page figures (frame registration; population comparison).

Figure outputs for the pre-registered mass-tension analysis. Every JSON renders a frozen result file from the fit of record.

File	What it is
fH_expand_v1.py	v1.2 expansion script; asserts leg-dropped cube identity and FIT-3 reproduction before drawing.
fH_posterior_plane.json (png)	2×2 verdict-configuration posterior plane, HPD90 + PL90 (Fig. 4).
fH_lnk_ladder.json (png)	Sixteen-configuration ln K ladder (Fig. 3).
fH_fast_stars.json (png)	Seven fast stars against escape-velocity curves (Fig. 6).
fH_pulsar_bounds.json (png)	Seven pulsar acceleration bounds with model envelopes (Fig. 5).
fH_jerk_dist.json (png)	Nearest-neighbour jerk distribution with the ξ = 3.04 and 3.4596 floors (Fig. 1 and Box 1).
fH_g3_overlay.json (png)	Formation-physics buildability map under the posterior contours (Fig. 7).
fH_fig1.png	Original page figure (error-model ladder).

File	What it is
fAXI_fig1.png, fAXI_fig2.png	Figures of the AXI campaign methods note as rendered on its page.

File	What it is
README.md	Directory readme.
miri_sensitivity.json	JWST/MIRI sensitivity values used by Papers E and F.