AXIOM BOINC SESSION LOG
Session timestamp: 2026-03-04 09:31:39 CET
Workflow stage: Part 3 (save + upload)

RESULTS REVIEWED AND CREDIT AWARDED
- Validation source: latest validate_*.txt file not present at save time; using Part 1 validation summary recorded in findings_summary.txt.
- Credited 26 newly completed exp_* results this session (total 489 credit), using elapsed-time-tiered awards.
- No uncredited successful exp_* results remained after validation pass.
- Sanitized artifacts in this batch contained completion metadata only; no new numeric scientific payload extracted during validation.

STUCK/BROKEN TASK CLEANUP
- Stuck-task cleanup checks executed in Part 1:
  - 0 tasks met >12h dead-host criterion.
  - 0 tasks met >48h hard-ceiling criterion.
- Failure concentration still observed on hosts 9 and 340 (outcome=6 no-reply), primarily in GPU families; current evidence indicates host availability/reliability issues rather than a cross-host script defect.

NEW EXPERIMENTS DESIGNED + NOVELTY CHECK DOCUMENTATION
1) abx_cycle_hgt_delay_resonance.py (microbial evolution / epidemiological control)
- Novelty check queries covered antibiotic cycling + HGT + delayed surveillance + non-monotonic cycling effects.
- Prior art found on cycling and HGT separately; limited direct factorial tests of delay x HGT intensity x compliance-fatigue on R12 takeover burden/timing.
- Novel retained hypothesis: delay-induced policy resonance where delayed adaptive control can outperform at low delay but become worse than fixed cycling and zero-delay adaptive control when fatigue and HGT are jointly high.
- Deployment in this session lineage: 120 CPU WUs seeded.

2) oscillatory_roughchannel_lbm_resonance.py (fluid dynamics / transport)
- Novelty check queries covered D2Q9 LBM oscillatory rough-channel flow, roughness correlation, and resonance effects.
- Prior art found for oscillatory flow and rough channels independently; limited direct tests of forcing-period x roughness-correlation interaction in compact D2Q9 setup.
- Novel retained hypothesis: intermediate forcing period yields a transport-efficiency resonance, strong for long-correlation roughness and weak/absent for short-correlation roughness.
- Deployment in this session lineage: included in CPU top-up/seed strategy from Part 2.

DEPLOYMENT AND OPERATIONS SUMMARY
- Precheck/backlog control enforced with host-cap policy and queue hygiene.
- CPU top-up performed with RAM>=6GB filter and host-targeted deficit fill.
- GPU top-up performed using GPU-aware scripts only.
- Transitioner refresh and one-pass transition execution completed after seeding.
- Queue remained controlled post-deploy with no host over 4x running cap.

KEY SCIENTIFIC FINDINGS
1. No new 30+ seed cross-validated effect was promoted to CONFIRMED FINDINGS in this session.
2. Validation batch provided operational completion metadata but no new numeric scientific estimates, so effect-size registry is unchanged this pass.
3. Experiment program expanded with two novel, hypothesis-driven studies: (a) delay-HGT-fatigue resonance in adaptive antibiotic cycling and (b) forcing-period/roughness-correlation resonance in oscillatory rough-channel transport.
4. Existing confirmed interaction landscape remains stable (including strong WD interaction signals and previously retired high-power findings), with this session primarily strengthening coverage and future testability rather than altering established conclusions.

REFERENCE CONTEXT
- findings_summary source: /opt/axiom/experiment_session/findings_summary.txt