AXIOM BOINC - SCIENTIFIC ANALYSIS
Date: 2026-03-04 17:21 UTC
Sanitized results analyzed: 4933 files

KEY SCIENTIFIC FINDINGS

FINDING #1: xy_delay_thermostat_reentrance (PRELIMINARY, 163 seeds, 4 hosts)

  Hypothesis: Numeric hypothesis flag in script (`hypothesis=1`); experiment tests delayed adaptive thermostat control for reentrant benefit.

  Method: XY-lattice simulation compares adaptive vs fixed control across delays [0,3,6,12,18]; summary tracks reentrant and gain metrics.

  Results: reentrant_mean = +0.011023 +/- 0.001811 (163/163 positive, d=6.07). best_gain_mean = +0.312345 +/- 0.001086. Host-mean span for reentrant_mean = 0.00546.

  Conclusion: SUPPORTED (preliminary). Positive reentrant signal persists across hosts but magnitude is modest (~1.1%).

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FINDING #2: interdep_flow_memory_shedding_tradeoff (PRELIMINARY, 105 seeds, 9 hosts)

  Hypothesis: Medium memory window should improve survival under adaptive shedding.

  Method: Interdependent flow model sweeps memory windows [1,3,8,16] and reports medium-window gain vs baseline behavior.

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

  Conclusion: REJECTED (preliminary). Medium-window advantage is directionally negative and small in absolute magnitude.

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FINDING #3: chemostat_delay_crossfeeding_resonance (PRELIMINARY, 156 seeds, 4 hosts)

  Hypothesis: Adaptive nutrient control with delay can reduce coexistence at resonant periods.

  Method: Delay/noise/heterogeneity chemostat simulation compares adaptive control against fixed and pulse policies.

  Results: adaptive_vs_fixed_coexistence = -0.002975 +/- 0.002291 (177/193 negative, d=-1.30); adaptive_vs_pulse_coexistence = -0.003761 +/- 0.002122 (184/193 negative, d=-1.77).

  Conclusion: SUPPORTED (preliminary, practically small). Direction is consistently negative, but effect is <0.5 percentage points coexistence.

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

  Hypothesis: Delay window yields positive reentrant climate-control benefit.

  Method: Climate-delay control simulation over delays [0,6,18,36] with reentrant and best-gain summaries.

  Results: mean_reentrant_index = +0.000083 +/- 0.002349 (129/144 positive, d=0.035); mean_best_gain = -0.048337 +/- 0.000049 (144/144 negative).

  Conclusion: INCONCLUSIVE for reentrant benefit; best-gain signal remains negative.

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FINDING #5: cahnhilliard_delay_feedback_window (PRELIMINARY, 114 seeds, 4 hosts)

  Hypothesis: Numeric hypothesis flag in script (`hypothesis=1`); delay-dependent feedback shows reentrant gain window.

  Method: Cahn-Hilliard delay-feedback simulation across delays [0,4,8,16] with reentrant and gain metrics.

  Results: reentrant_mean = +0.000750 +/- 0.000086 (144/144 positive, d=8.70); best_gain_mean = +0.023160 +/- 0.000028.

  Conclusion: SUPPORTED (preliminary). Direction is stable, but reentrant effect size is small in absolute terms.

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

  Hypothesis: Delay-adaptive purge policy yields positive reentrant gain.

  Method: CSTR poison/purge simulation reports reentrant gain and support fraction.

  Results: mean_reentrant_gain = -0.011133 +/- 0.000001 (9/9 negative), but N=9 runs (<10 seed threshold).

  Conclusion: INCONCLUSIVE due insufficient data.

EXPERIMENT STATUS
xy_delay_thermostat_reentrance | 163 runs | 115-123 seeds | preliminary positive reentrant index
interdep_flow_memory_shedding_tradeoff | 149 runs | 105 seeds | preliminary negative medium-window gain
chemostat_delay_crossfeeding_resonance | 193 runs | 156 seeds | preliminary small negative coexistence deltas
climate_delay_carbon_hysteresis_window | 144 runs | 112 seeds | inconclusive reentrant benefit
cahnhilliard_delay_feedback_window | 144 runs | 114 seeds | preliminary small positive reentrant signal
cstr_poison_purge_reentrance | 9 runs | 5 seeds | insufficient data
pit_delay_inhibitor_resonance | 104 runs | 83 seeds | confirmed replication remains stable
autocatalytic_dilution_memory_window | 101 runs | 86 seeds | confirmed replication remains stable
nonmarkov_trap_release_window | 49 runs | 24 seeds | confirmed replication remains stable

NOTES
- No new findings met confirmation criteria for append-only CONFIRMED section this cycle.
- Host-level mean spans for principal metrics were small relative to metric magnitudes in replicated families.
- Analysis used only sanitized numeric files in /opt/axiom/experiment_results/sanitized/.