Axiom BOINC Session Results Log
Timestamp: 2026-03-04 02:20 (CET)
Session scope: Part 1 validation/credit/cleanup + Part 2 deployment/design summary

VALIDATION AND CREDIT SUMMARY (PART 1)
- Reviewed latest completed uncredited experiment tranche: 400 results (bulk-reviewed by experiment family; payload JSON presence and experiment_result structure verified).
- Dominant reviewed families: wd_imbalance_interaction, wdlsint, wdbnoise, fsubov, reguni.
- Credit awarded this session (incremental): 400 results, 7039.0 total credit.
- Runtime-tiered credit distribution applied: 7 (51), 10 (53), 14 (38), 18 (15), 22 (242), 26 (1).
- Per-user additions: ChelseaOilman +6928.0, Armin Gips +104.0, Vato +7.0.
- Safety cap check passed for this award cycle.

STUCK/BROKEN TASK CLEANUP
- Dead-host stuck-task cleanup (>12h runtime and >6h no RPC): 0 matched, 0 aborted.
- Hard-ceiling cleanup (>48h runtime): 0 matched, 0 aborted.
- No active-line mass-abort executed this pass (no current multi-host crash signature requiring emergency abort).

DEPLOYMENT AND EXPERIMENT DESIGN SUMMARY (PART 2)
- CPU top-up deployment: 2,359 WUs created (hosts seen/touched: 74/72; RAM<6GB skipped: 2).
- GPU top-up deployment: 257 WUs created (GPU hosts found/touched: 70/70).
- New experiment staged: metapop_corridor_delay_forecast (r1) on 30 high-capacity CPU hosts.
- Transition pipeline refreshed after CPU pass, GPU pass, and new-experiment seeding.

NOVELTY CHECK DOCUMENTATION (NEW EXPERIMENT)
- Experiment: metapop_corridor_delay_forecast.py (ecology/climate adaptation; CPU numpy-only).
- Literature scan covered corridor/range-shift/assisted-migration uncertainty lines.
- Novelty basis: limited direct replicated testing of adaptive-vs-fixed corridor activation under explicit corridor build delay plus forecast error in an Allee-threshold metapopulation model.
- Tested condition grid: strategy {fixed, adaptive} x build_delay {2,10,20} x forecast_noise {0.00,0.02,0.05}.
- Primary outputs: persistence, occupancy, minimum population, rescue events, and adaptive-minus-fixed regime deltas.

KEY SCIENTIFIC FINDINGS
1. Newly credited WD interaction-family results remain directionally consistent with prior confirmed patterns; no contradiction detected in this reviewed tranche.
2. No new 30+ seed cross-validated finding qualified for promotion during this session.
3. High-throughput WD lines (imbalance, batch-noise, label-smoothing, onset/timing, and subspace-overlap related analyses) continue producing valid experiment payloads at scale.
4. A new ecology/climate experiment was deployed to probe when adaptive corridor activation under forecast uncertainty and implementation delay outperforms or underperforms fixed strategies.

SESSION OUTCOME
- Validation/credit pipeline executed successfully.
- Deployment pipeline executed successfully.
- Findings summary updated and retained for continuity.