Axiom BOINC Session Results
Timestamp: 2026-03-04 05:49 CET
Session scope: Part 1 validation/credit/cleanup + Part 2 deployment/design

RESULTS REVIEWED AND CREDIT AWARDED
- Validation log reviewed: /opt/axiom/experiment_session/validate_2026-03-04_0548.txt
- Success-path spot checks confirmed completed science outputs on CPU and GPU tasks.
- Failure-path payload checks found valid scientific JSON in selected outcome=5 rows for active ecology/control experiments.
- Credit audit outcome: completed_uncredited=0; new credit awarded this session=0.0; safety cap respected.
- Per-user credit increments: none (no qualifying uncredited rows).

STUCK/BROKEN TASK CLEANUP
- Dead-host stuck task check (>12h runtime and >6h no host contact): none found, none aborted.
- Hard-ceiling stuck task check (>48h runtime): none found, none aborted.
- High-failure review: wd_clipping_interaction showed host-specific instability on one host cohort, not a global script break.
- Data-quality bug fixed: wd_mixup_interaction payload output corrected to prevent double-wrapped experiment_result JSON and false outcome=5 classifications.

NEW EXPERIMENTS DESIGNED AND NOVELTY CHECK
1. tritrophic_delay_harvest_resilience.py (CPU ecology/control)
- Novelty check queries executed on delayed ecological control + adaptive harvesting literature.
- Prior art indicates delayed control/harvesting is known, but no clear prior factorial adaptive-vs-fixed sweep across sensing delay, observation noise, and seasonal forcing in one tri-trophic resilience setup with explicit overharvest diagnostics.
- Novel hypothesis tested: adaptive control can improve persistence/yield at short delay, then overcorrect and increase collapse risk at longer delay/noisier sensing with climate forcing.
- Implemented as numpy-only run-duration compliant loop with host-derived seeding.
- Condition grid: strategy {fixed, adaptive} x delay_steps {0,8,20} x obs_noise {0.00,0.06} x climate_amp {0.00,0.25}.
- Metrics: mean_yield, yield_cv, persistence_frac, collapse_frac, overharvest_frac, control_var, final biomasses, and adaptive-minus-fixed deltas.

DEPLOYMENT SUMMARY
- Mandatory retirement check executed; no experiments met auto-retirement criteria.
- CPU top-up deployment: 5,841 WUs created for active RAM>=6GB hosts across active CPU scripts.
- GPU top-up deployment: 324 WUs created; GPU idle-capacity hosts detected=81.
- New experiment seeding: 48 dedicated CPU WUs for tritrophic_delay_harvest_resilience across 24 high-capacity hosts.
- Transition/feeder refresh sequence executed after each deployment stage.

KEY SCIENTIFIC FINDINGS
1. No new 30+ seed cross-validated finding met promotion criteria in this pass.
2. Provisional signal: wd_clipping_interaction continues to show larger late-WD improvement on ID than OOD, implying potential generalization-gap widening; clipping alters optimization statistics with limited OOD lift.
3. Provisional signal: metapop_corridor_delay_forecast and rps_delay_jitter_adaptive_mobility currently suggest small or negative adaptive-minus-fixed effects under tested delay/noise settings.
4. Confirmed background context remains stable: previously established WD interaction and timing findings remain consistent with this session’s reviewed payload behavior.

FILES AND COUNTERS
- findings_summary.txt updated and retained as append-only project context.
- credited_count.txt unchanged this session (no new eligible credit rows).
- total_results_count.txt unchanged this session.