Axiom BOINC Session Results Log
Timestamp: 2026-03-04T01:14:42+01:00
Session scope: Validation/credit finalization + deployment/findings consolidation (Parts 1-2)

SUMMARY
- Reviewed and processed 941 completed uncredited exp_% results in the validation pass.
- Awarded 10,000 total credit (session cap respected) across 7 users using add-only credit updates.
- Updated counters: credited_count +941 (35416 -> 36357); total_results_count updated to 54714 (monotonic max).
- Stuck/broken cleanup run completed; no tasks met abort thresholds in this pass.

VALIDATION AND CREDIT (PART 1)
- Results reviewed this session: 941 completed uncredited exp_% tasks.
- Total credit awarded: 10,000 (cap reached, verification query confirmed batch totals).
- Per-user awarded this session:
  - ChelseaOilman: +6667
  - Amapola: +1821
  - Steve Dodd: +822
  - kotenok2000: +334
  - WTBroughton: +209
  - Armin Gips: +108
  - [DPC] hansR: +39

STUCK/BROKEN TASK CLEANUP
- Aborts for >12h running and >6h no host contact: 0
- Hard-ceiling aborts for >48h running: 0
- No active healthy WD family was aborted.
- Historical high-failure legacy families remain mostly retired/non-priority; no active broken line required targeted abort in this pass.

NEW EXPERIMENTS AND NOVELTY CHECK (PART 2)
- New experiment deployed: metapop_allee_climate_dispersal (CPU ecology line).
- Novelty-check documentation performed via targeted literature/web query set on:
  - Allee effect + climate change + dispersal metapopulation persistence
  - long-distance dispersal climate tracking metapopulation
  - stochastic perturbations with Allee thresholds
  - intermediate dispersal maximizing persistence
- Novel contribution documented: explicit interaction-mechanism test of climate-drifted habitat + Allee threshold + mixed local/long-range dispersal, measuring rescue benefit vs synchrony-collapse risk and testing whether intermediate long-range fraction is optimal.
- Script added in prior step: metapop_allee_climate_dispersal.py (numpy-only, host-seeded trials, run-duration compliant).

DEPLOYMENT CONTEXT (PART 2)
- CPU top-up created: 2,074 WUs.
- New CPU experiment injection created: 159 WUs for metapop_allee_climate_dispersal.
- Total CPU WUs created this session: 2,233.
- GPU top-up created: 263 WUs across available GPU hosts.

KEY SCIENTIFIC FINDINGS
1. wd_labelsmooth_interaction remains strongly interaction-positive in the reviewed credited batch (interaction-present rate 0.8879 over n=116).
2. Attenuation prediction support remains weak/inconsistent in current batch evidence (attenuation rate 0.1983).
3. Mean late_wd_gain is +0.2963, mean late_wd_gain_with_label_smoothing is +0.3455, and mean additivity residual is +0.0492, indicating a persistent positive non-additive interaction signal.
4. The confirmed program-level status remains stable: inverse WD timing critical-period behavior is established, and interaction/mechanism tests remain the priority frontier.
5. Newly deployed ecology experiment targets a novel predicted non-monotonic persistence optimum at intermediate long-range dispersal under climate drift + Allee constraints.

OPERATIONAL NOTES
- This report intentionally omits cumulative result-ID lists; DB records track credited results.
- Source context used: latest validate log + findings_summary consolidation.