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[Phase 2] Retrain the offshore / OBS picker (see docs/OFFSHORE_RETRAINING_GUIDE.md)
enhancementNew feature or requestNew feature or requestStatus: Open.#15 In Denolle-Lab/phasenet-retrain;[Bug] Code hygiene: focal×class-weight, silent fetch failures, PSN/NPS channel order
bugSomething isn't workingSomething isn't workingStatus: Open.#14 In Denolle-Lab/phasenet-retrain;[Eval] Run and record benchmark outcomes for v18, v19, and the from-scratch model
enhancementNew feature or requestNew feature or requestStatus: Open.#13 In Denolle-Lab/phasenet-retrain;[Docs] Reconcile stale docs/ with the real pipeline; remove dead code
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#12 In Denolle-Lab/phasenet-retrain;[Modeling] Replace hard-argmax CE with soft-label CE in the fine-tune path (keep KD)
enhancementNew feature or requestNew feature or requestStatus: Open.#11 In Denolle-Lab/phasenet-retrain;[Data] Fix label_error_filter trace_name bug; clean the TRAINING pool; report removal fractions
bugSomething isn't workingSomething isn't workingStatus: Open.#10 In Denolle-Lab/phasenet-retrain;[Infra] De-hardcode the SeisBench cache path (SEISBENCH_CACHE_ROOT)
enhancementNew feature or requestNew feature or requestStatus: Open.#9 In Denolle-Lab/phasenet-retrain;[Eval][Blocking] Conditional MAE + 1.0s outlier + precision/false-positive + bootstrap CIs
enhancementNew feature or requestNew feature or requestStatus: Open.#8 In Denolle-Lab/phasenet-retrain;[Eval][Blocking] Fix cross-domain split no-op; build event-level split; prove train/test independence
bugSomething isn't workingSomething isn't workingStatus: Open.#7 In Denolle-Lab/phasenet-retrain;[Repro][Blocking] Commit the missing manifest-builder scripts (tele2x / v18 / p_focused)
bugSomething isn't workingSomething isn't workingStatus: Open.#6 In Denolle-Lab/phasenet-retrain;[Data] Fill actual on-disk dataset volumes in data/README.md
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#5 In Denolle-Lab/phasenet-retrain;[Docs] Review and commit the documentation cleanup (README, data inventory, paper, offshore guide)
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#4 In Denolle-Lab/phasenet-retrain;