AXIOM BOINC — SCIENTIFIC ANALYSIS
Date: 2026-03-04 18:02 UTC
Sanitized results analyzed: 1199 files (11 experiment families with schema-resolved metrics)

KEY SCIENTIFIC FINDINGS

FINDING #1: xy_delay_thermostat_reentrance (CONFIRMED, 123 seeds, 4 hosts)

  Hypothesis: Intermediate thermostat delay yields a positive reentrant control advantage.

  Method: XY-style delay thermostat simulation across delays [0, 3, 6, 12, 18], computing a reentrant index and best-gain statistic per run.

  Results: reentrant_mean = +0.011137 +/- 0.001721 (n=188, 188/188 positive, d=6.45); host span = 0.00546. best_gain_mean = +0.312379 +/- 0.001018 (188/188 positive).

  Conclusion: SUPPORTED — positive reentrant signal is consistent across hosts with >30 seeds.

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FINDING #2: cahnhilliard_delay_feedback_window (CONFIRMED, 114 seeds, 4 hosts)

  Hypothesis: Intermediate feedback delay produces a positive reentrant gain in delayed Cahn-Hilliard control.

  Method: Delay-window sweep [0, 4, 8, 16] with per-run reentrant and gain summaries.

  Results: d4_gain_mean = +0.012234 +/- 0.000086 (n=144, 144/144 positive, d=142.35); best_gain_mean = +0.023160 +/- 0.000028 (144/144 positive); host span for d4_gain_mean = 0.000509.

  Conclusion: SUPPORTED — strong and highly reproducible positive delay-window gain.

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FINDING #3: interdep_flow_memory_shedding_tradeoff (PRELIMINARY, 105 seeds, 9 hosts)

  Hypothesis: A medium memory window improves cascade outcomes versus edge windows.

  Method: Interdependent cascade simulation over memory windows [1, 3, 8, 16]; metric is medium-window gain against edge windows.

  Results: mean_medium_window_gain = -0.001340 +/- 0.000751 (n=149, 131/149 negative, d=-1.78); host span = 0.00242.

  Conclusion: REJECTED (preliminary) — medium-window benefit is not observed; effect is consistently negative but small in absolute magnitude.

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FINDING #4: climate_delay_carbon_hysteresis_window (INCONCLUSIVE, 112 seeds, 2 hosts)

  Hypothesis: Delayed adaptive removal has a positive reentrant climate-control window.

  Method: Delay sweep [0, 6, 18, 36] with reentrant-index and best-gain summaries.

  Results: mean_reentrant_index = +0.000083 +/- 0.002349 (n=144, d=0.035, 129 positive / 15 negative, host span 0.00899); mean_best_gain = -0.048337 +/- 0.000049 (144/144 negative, d=-984.38).

  Conclusion: INCONCLUSIVE — reentrant index is near zero while best-gain remains strongly negative.

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FINDING #5: pit_delay_inhibitor_resonance (CONFIRMED REPLICATION, 97 seeds, 12 hosts)

  Hypothesis: Delayed adaptive inhibitor control creates resonance in pit-depth outcomes.

  Method: Policy comparison (fixed, pulse, adaptive) under delayed control; resonance and policy-difference metrics aggregated per run.

  Results: resonance_mean = +0.067107 +/- 0.002791 (n=214, 214/214 positive, d=23.99); resonance_positive_rate = 0.890026 +/- 0.010371; adaptive_minus_fixed_mean = -0.003188 +/- 0.000903 (214/214 negative).

  Conclusion: SUPPORTED (replication) — resonance finding remains robust with additional hosts and seeds.

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FINDING #6: cstr_poison_purge_reentrance (INSUFFICIENT DATA, 5 seeds, 2 hosts)

  Hypothesis: Intermediate purge/control delay gives positive reentrant gain.

  Method: CSTR poison-purge delay sweep with reentrant gain summary.

  Results: mean_reentrant_gain = -0.011133 +/- 0.000001 (n=9, 9/9 negative, d=-10075.02).

  Conclusion: INCONCLUSIVE — direction is currently negative but sample size is below minimum threshold (N<10 seeds).

EXPERIMENT STATUS
pit_delay_inhibitor_resonance | 214 results | 97 seeds | confirmed replication
xy_delay_thermostat_reentrance | 188 results | 123 seeds | confirmed positive reentrant effect
interdep_flow_memory_shedding_tradeoff | 149 results | 105 seeds | preliminary negative medium-window gain
climate_delay_carbon_hysteresis_window | 144 results | 112 seeds | inconclusive (near-zero reentrant index)
cahnhilliard_delay_feedback_window | 144 results | 114 seeds | confirmed positive reentrant effect
sis_delay_adaptive_rewiring_tradeoff | 137 results | 84 seeds | no meaningful effect detected
autocatalytic_dilution_memory_window | 101 results | 86 seeds | confirmed replication
nonmarkov_trap_release_window | 49 results | 24 seeds | preliminary/ongoing replication
metapop_allee_corridor_hysteresis | 48 results | 29 seeds | near-confirmation; needs >=30 seeds
kuramoto_islanding_fatigue_reclosure | 16 results | 5 seeds | insufficient data
cstr_poison_purge_reentrance | 9 results | 5 seeds | insufficient data

NOTES
- Cross-host reproducibility checked via host-level mean span for each key metric; no host-specific sign reversals in the confirmed findings above.
- Families without schema-resolved summary metrics this cycle were excluded from claims to avoid unverifiable index-to-field mapping.