AXIOM SESSION RESULTS LOG
Timestamp: 2026-03-04 09:48:51 CET
Session: Part 3 save/upload (compiled from Part 1 validation and Part 2 deployment/design)

RESULTS REVIEWED AND CREDIT AWARDED (PART 1)
- Reviewed 60 completed uncredited results (non-contiguous IDs in validation batch).
- Nonzero credit granted to 51 results; zero credit to 9 results with zero completed trials or crash-only payloads.
- Session credit awarded: 5790 (within 10,000 cap).
- Per-user credit increments: Orange Kid +3630, PyHelix +800, kotenok2000 +660, Anandbhat +440, marmot +260.
- Website counters updated in Part 1: credited_count incremented by 51; total_results_count updated to 100.

STUCK/BROKEN TASK CLEANUP
- Aborted broken in-flight tasks for battery_pulse_delay_plating_resonance via result state update.
- Rows changed for broken-experiment cleanup: 4.
- Dead-host stuck cleanup (>12h running and >6h no contact): 0 rows changed.
- Hard-ceiling cleanup (>48h running): 0 rows changed.

EXPERIMENT DESIGN / DEPLOYMENT SUMMARY (PART 2)
- Mandatory prechecks completed: backlog and host-cap checks passed after trimming over-cap hosts.
- Deployment completed: 3374 CPU WUs, 305 GPU WUs, plus 180 CPU WUs for new-script seed wave.
- Transitioner refresh/run performed after each deployment stage.
- New experiment introduced this session: battery_pulse_delay_plating_resonance.py.
- Novelty check documented: prior literature covers pulse charging/plating mitigation broadly, while direct factorial
  period x delayed-control x diffusion-heterogeneity interaction testing appears sparse; retained as novel angle.

BUG FIXES APPLIED
- Fixed deterministic array-length mismatch in battery_pulse_delay_plating_resonance ripple metric.
- moving_average replaced with length-preserving convolution; script compile check passed in Part 1.

KEY SCIENTIFIC FINDINGS
1. seasonal_metapop_vax_trigger: two fresh high-trial runs (1772 and 1826 paired trials) again show fixed trigger outperforming adaptive trigger on attack-rate objective across couplings, reinforcing the prior directional signal.
2. lotka_delay_adaptive_harvest added high-trial replicates (~17k-24k trials per run) with stable summaries, improving reproducibility confidence across hosts.
3. ising_delay_adaptive_quench, grayscott_delay_pulse_feedback, metapop_corridor_delay_forecast, and sandpile_delay_adaptive_dissipation added multi-seed replications without extreme numeric outliers in this batch.
4. allee_delay_climate_harvest repeatedly produced zero completed trials despite populated numeric summaries; remains a data-quality concern pending script-level inspection.
5. battery_pulse_delay_plating_resonance is not yet scientifically valid from pre-fix runs; in-flight tasks were stopped, patch applied, and redeployment readiness restored.
6. No new result crossed the 30+ seed cross-validated threshold required for promotion to CONFIRMED FINDINGS in this session.

NOTES
- Result IDs are intentionally summarized (no cumulative ID dump) because credited-result tracking is maintained in database tables.