AXIOM BOINC - SCIENTIFIC ANALYSIS
Date: 2026-03-04 18:34 UTC
Sanitized results analyzed: 1805 files

KEY SCIENTIFIC FINDINGS

FINDING #1: chemostat_delay_crossfeeding_resonance (PRELIMINARY, 30 seeds, 5 hosts)

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

  Method: The script simulates delayed chemostat crossfeeding dynamics across policy conditions (adaptive, fixed, pulse), forcing periods, delays, heterogeneity levels, and shocks; each run summarizes coexistence and collapse metrics across repeated trials.

  Results: adaptive_vs_pulse_coexistence = -0.003069 +/- 0.002968 (n=30 runs), 26/30 negative, Cohen's d=-1.03. adaptive_vs_fixed_coexistence = -0.003017 +/- 0.003283, 24/30 negative, d=-0.92.

  Conclusion: SUPPORTED (preliminary) - Adaptive control underperformed pulse/fixed on coexistence in this window, but the absolute magnitude is small (<0.5 percentage points).

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FINDING #2: pit_delay_inhibitor_resonance (REPLICATION, 24 seeds, 7 hosts)

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

  Method: The script runs delayed corrosion-control trials over policy/period/delay/heterogeneity grids and summarizes resonance and heterogeneity-gap indicators per run.

  Results: resonance_mean = +0.069729 +/- 0.002598 (n=33 runs), 33/33 positive, Cohen's d=26.84. resonance_positive_rate = 0.891791 +/- 0.008568. adaptive_minus_fixed_mean = -0.002526 +/- 0.000886, 33/33 negative, d=-2.85.

  Conclusion: SUPPORTED - Resonance signal remains robust in this batch; this cycle extends an already-confirmed finding rather than creating a new one.

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EXPERIMENT STATUS
chemostat_delay_crossfeeding_resonance | 30 files | 30 seeds | preliminary (small negative adaptive effect)
pit_delay_inhibitor_resonance | 33 files | 24 seeds | confirmed replication remains stable
interdep_flow_memory_shedding_tradeoff | 9 files | 9 seeds | inconclusive (schema ambiguity)
climate_delay_carbon_hysteresis_window | 12 files | 12 seeds | inconclusive (schema ambiguity)
sis_delay_adaptive_rewiring_tradeoff | 9 files | 1 effective seed | insufficient data

NOTES
- 74 families had >=5 new files in the 120-minute window; only schema-resolved named metrics were used for inferential claims.
- No new confirmed finding crossed the 30+ independent-seed consistency threshold this cycle.