AXIOM BOINC — SCIENTIFIC ANALYSIS Date: 2026-03-04 17:02 UTC Sanitized results analyzed: 4933 files KEY SCIENTIFIC FINDINGS FINDING #1: xy_delay_thermostat_reentrance (PRELIMINARY, 123 r-seeds, 4 hosts) Hypothesis: Script stores `hypothesis=1`; inferred tested criterion from summary outputs is positive reentrant delay advantage (`reentrant_index > 0`) for adaptive thermostat control. Method: Runtime-bounded Monte Carlo (`run_protocol`, `run_one_trial`) comparing adaptive-vs-fixed gain across delay set {0,3,6,12,18}; computes reentrant index as center delay gain minus edge-delay average. Results: n=188 runs. `summary.reentrant_mean` = +0.01114 +/- 0.00173, sign consistency 188/188 positive, Cohen's d=6.45. `summary.best_gain_mean` = +0.31238 +/- 0.00102. `summary.positive_reentrant_frac` = 0.52165 +/- 0.00258. Conclusion: SUPPORTED (preliminary) — intermediate delays show a reproducible positive reentrant signal. --- FINDING #2: interdep_flow_memory_shedding_tradeoff (PRELIMINARY, 105 r-seeds, 9 hosts) Hypothesis: `float(np.mean(gain) > 0.0)` where `gain` is medium-window survival gain relative to edge memory windows. Method: Runtime-bounded Monte Carlo (`run_one_trial`) over memory windows {1,3,8,16} and forecast biases {-0.15,0,+0.15}; computes medium-window gain = avg(window 3,8) - avg(window 1,16). Results: n=149 runs. `summary.mean_medium_window_gain` = -0.001340 +/- 0.000753, sign consistency 131/149 negative (87.9%), Cohen's d=-1.78. Conclusion: REJECTED (preliminary) — observed direction is opposite the hypothesized positive medium-window gain. --- FINDING #3: chemostat_delay_crossfeeding_resonance (INCONCLUSIVE PRACTICAL EFFECT, 165 r-seeds, 11 hosts) Hypothesis: "Adaptive nutrient control with sensing delay exhibits period-dependent resonance that can reduce coexistence under intermediate forcing periods." Method: Runtime-bounded Monte Carlo (`run_one_trial`) over policy x period x delay x heterogeneity x shock conditions; summary metrics compare adaptive policy coexistence against fixed and pulse baselines. Results: n=376 runs. Adaptive-vs-fixed coexistence = -0.003075 +/- 0.002488 (90.4% negative, d=-1.24). Adaptive-vs-pulse coexistence = -0.004060 +/- 0.002389 (96.5% negative, d=-1.70). Host-mean ranges stay negative for both deltas (adaptive-vs-fixed: -0.00693 to -0.00222; adaptive-vs-pulse: -0.01032 to -0.00294). Conclusion: INCONCLUSIVE — direction is consistent with reduced coexistence, but magnitude (<0.5 percentage points absolute) is currently small. --- FINDING #4: climate_delay_carbon_hysteresis_window (INCONCLUSIVE, 112 r-seeds, 2 hosts) Hypothesis: `float(np.mean(reentrant) > 0.0)` for the reentrant index under delayed adaptive removal. Method: Runtime-bounded Monte Carlo (`run_protocol`, `run_one_trial`) comparing adaptive-vs-fixed score across delay set {0,6,18,36}; computes reentrant index from center-minus-edge gains. Results: n=144 runs. `summary.mean_reentrant_index` = +0.000083 +/- 0.002357 (129/144 positive, d=0.035). `summary.mean_best_gain` = -0.04834 +/- 0.00005 (144/144 negative). Conclusion: INCONCLUSIVE — reentrant index is near zero and within noise despite directional skew. --- FINDING #5: replication checks on existing confirmed families (CONFIRMATORY, no new claim) Hypothesis: Existing confirmed findings should remain directionally stable under new cross-host runs. Method: Same script-defined summaries analyzed across newly sanitized runs. Results: pit_delay_inhibitor_resonance (n=283 new runs, 17 hosts) remains strongly positive on resonance metrics; autocatalytic_dilution_memory_window (n=101, 3 hosts) and nonmarkov_trap_release_window (n=49, 6 hosts) retain positive mean reentrant-gain outputs in current schema. Conclusion: SUPPORTED — replication is stable; no additional confirmed finding appended this cycle. EXPERIMENT STATUS family | total results | r-seeds | status lorenz96_delay_assimilation_regime_shift | 382 | 182 | analyzed (schema-heavy; no clear scalar effect metric) chemostat_delay_crossfeeding_resonance | 376 | 165 | analyzed (small negative coexistence deltas) fiberbundle_delay_healing_entropy | 350 | 166 | analyzed (schema-heavy) grayscott_delay_pulse_feedback | 342 | 152 | analyzed (schema-heavy) tritrophic_delay_harvest_resilience | 325 | 146 | analyzed (schema-heavy) pit_delay_inhibitor_resonance | 283 | 97 | replication stable (confirmed family) xy_delay_thermostat_reentrance | 188 | 123 | preliminary support metapop_corridor_delay_forecast | 180 | 86 | analyzed cahnhilliard_delay_feedback_window | 169 | 132 | analyzed rbn_delay_fatigue_control | 165 | 133 | analyzed seasonal_metapop_vax_trigger | 165 | 102 | analyzed interdep_flow_memory_shedding_tradeoff | 149 | 105 | preliminary rejection climate_delay_carbon_hysteresis_window | 144 | 112 | inconclusive sis_delay_adaptive_rewiring_tradeoff | 137 | 84 | analyzed autocatalytic_dilution_memory_window | 101 | 86 | replication stable (confirmed family) nonmarkov_trap_release_window | 49 | 24 | replication stable (confirmed family) NOTES - Full 2-hour window: 4,933 sanitized files; 47 experiment families met N>=5 and were analyzed. - Alias normalization was required for short family names (e.g., `pitdelay`, `tritroph`, `xydelaytherm`) before script mapping. - No raw upload files were read; analysis used only `/opt/axiom/experiment_results/sanitized/`.