AXIOM BOINC SESSION LOG
Session timestamp: March 4, 2026

SUMMARY
- Validation and credit review completed for latest completed payloads and in-progress queue checks.
- Credit awarding run performed with database as source of truth.
- Cleanup checks for stuck/broken tasks executed.
- Deployment context and experiment-design novelty checks incorporated from findings_summary.

RESULTS REVIEWED AND CREDIT AWARDED
- Delay-control and interaction experiment payloads reviewed (Gray-Scott delay pulse feedback, Ising delay adaptive quench, Kuramoto delay noisy control, WD timing-scale GPU, plus recent WD interaction families).
- Payload quality: reviewed JSON artifacts were parseable and scientifically interpretable for the sampled families.
- Credit outcome this session: no newly creditable completed results were present at review time.
- Newly credited results: 0
- Total credit added: 0
- Per-user credit deltas: none
- Counter state: credited_count unchanged (54438), total_results_count unchanged (55054).

STUCK/BROKEN TASK CLEANUP
- Dead-host >12h stuck-task abort pass: 0 rows affected.
- >48h hard-ceiling abort pass: 0 rows affected.
- Broken experiment global aborts: none applied.
- No active experiment family met criteria for queue-wide abort in this pass.

NEW EXPERIMENTS DESIGNED AND NOVELTY CHECK DOCUMENTATION
1) fisher_delay_adaptive_culling (CPU spatial ecology/control)
- Design: factorial comparison of fixed vs adaptive culling under sensing delay, observation noise, control fatigue, and climate forcing.
- Conditions: strategy {fixed, adaptive} x delay_days {0,7,14} x obs_noise {0.00,0.12} x fatigue_rate {0.000,0.012} x climate_amp {0.00,0.25}.
- Novelty check queries run:
  - "reaction diffusion invasive species delayed control harvesting"
  - "fisher kpp harvesting control delay"
  - "invasive species control observation uncertainty model"
- Prior art reviewed included delayed invasive-species and reaction-diffusion control literature (DOI:10.3934/dcdsb.2024005, DOI:10.1016/j.ecolmodel.2016.05.013, DOI:10.1007/s10473-021-0314-y).
- Novel angle documented: explicit adaptive-vs-fixed regime inversion test across combined delay + noise + fatigue factors in distributed replication.
- Seeding status from session context: 48 targeted CPU WUs launched across 24 active high-capacity hosts.

KEY SCIENTIFIC FINDINGS
1. Ising delay adaptive-quench outputs continue to indicate adaptive reductions in interface-defect metrics across multiple tested conditions.
2. Kuramoto delay noisy-control outputs remain directionally consistent: fixed control is near-perfect synchronization in tested settings, while adaptive control is lower under delay/noise stress.
3. Gray-Scott delay pulse-feedback outputs show high collapse fractions overall; adaptive gains appear narrow and modest in current conditions.
4. Recent WD batch-noise and WD imbalance interaction outputs remain directionally consistent with established interaction findings and show no contradiction.
5. No new 30+ seed cross-validated result met promotion criteria in this pass.

NOTES
- Session log intentionally omits cumulative credited-result ID lists; credit provenance remains in database records.