AXIOM BOINC — SCIENTIFIC ANALYSIS
Date: 2026-03-04 19:26 UTC
Sanitized results analyzed: 1805 files

KEY SCIENTIFIC FINDINGS

FINDING #1: pit_delay_inhibitor_resonance (CONFIRMED REPLICATION, 20 seeds, 7 hosts)

  Hypothesis: Delayed adaptive inhibitor control creates non-monotonic pit-depth resonance at intermediate flow pulse periods, amplified by heterogeneity.

  Method: Each trial simulates corrosion pit dynamics under fixed/pulse/adaptive inhibitor policies across pulse periods (24, 72, 216), delays (0, 10, 30), heterogeneity levels (0.05, 0.22), and chloride scales (0.7, 1.1), then aggregates resonance and policy-contrast metrics.

  Results: n=33 new runs. resonance_mean = +0.069729 +/- 0.002598 (33/33 positive), Cohen's d=26.84, host-mean span=0.00789. adaptive_minus_fixed_mean = -0.002526 +/- 0.000886 (33/33 negative), Cohen's d=-2.85, host-mean span=0.00313. Independent cross-check metric from broad scan: adaptive_vs_pulse_pit_depth = +0.891791 +/- 0.008568 (33/33 positive), Cohen's d=104.09.

  Conclusion: SUPPORTED — replication remains directionally and quantitatively stable across hosts.

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FINDING #2: chemostat_delay_crossfeeding_resonance (PRELIMINARY, 24 seeds, 5 hosts)

  Hypothesis: Adaptive nutrient control with sensing delay exhibits period-dependent resonance that can reduce coexistence under intermediate forcing periods.

  Method: Two-species cross-feeding chemostat simulations under fixed/pulse/adaptive inflow control across forcing periods (18, 54, 162), delays (0, 6, 18), heterogeneity (0.04, 0.18), and shock amplitudes (0.10, 0.25), aggregated over repeated trials per run.

  Results: n=30 runs. adaptive_vs_pulse_coexistence = -0.003069 +/- 0.002968 (26/30 negative), Cohen's d=-1.03, host-mean span=0.00254. resonance_strength = -0.000252 +/- 0.004656 (13/30 positive), Cohen's d=-0.05.

  Conclusion: INCONCLUSIVE — direction against adaptive-vs-pulse is mostly consistent, but absolute magnitude is very small (<0.5 percentage points) and resonance signal itself is near zero.

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FINDING #3: interdep_flow_memory_shedding_tradeoff (INSUFFICIENT DATA, 8 seeds, 2 hosts)

  Hypothesis: Intermediate memory windows improve survival under delayed risk forecasts (medium-window gain > 0).

  Method: Coupled-network cascade simulations with memory windows (1, 3, 8, 16) and forecast biases (-0.15, 0.0, +0.15), recording survival, blackout, and medium-window gain per trial.

  Results: n=9 runs. mean_medium_window_gain = -0.001049 +/- 0.001156 (4/9 positive), Cohen's d=-0.91, host-mean span=0.00217.

  Conclusion: INCONCLUSIVE — N<10 and sign is mixed.

EXPERIMENT STATUS
pit_delay_inhibitor_resonance | 33 new results | 20 seeds | confirmed replication
chemostat_delay_crossfeeding_resonance | 30 new results | 24 seeds | preliminary, practically weak effect
interdep_flow_memory_shedding_tradeoff | 9 new results | 8 seeds | insufficient data
other families with >=5 files | 71 families | unresolved schema mapping | no claim made

NOTES
- Analysis used only sanitized numeric files in /opt/axiom/experiment_results/sanitized/.
- No raw upload files in /opt/axiom_boinc/upload/ were read.
- No new finding reached confirmed-threshold promotion this cycle.