Artifact Reference¶

Baseline¶

Artifact	Role
`data/processed/manifest.csv`	Mission-product acquisition record
`data/processed/preprocessing_summary.json`	Cleaning/detrending status
`data/processed/bls_candidates.parquet`	Top BLS proposals
`data/processed/bls_recovery.csv`	Catalog-period recovery evaluation
`reports/baseline_transit_recovery.md`	Human-readable recovery table
`reports/experiments/feature_cv.json`	Grouped RF predictions and metrics
`reports/experiments/cnn_cv.json`	Grouped CNN predictions and metrics
`reports/benchmark_metrics.json`	Final baseline confusion matrices/metrics
`reports/benchmark_report.md`	Baseline interpretation
`reports/pipeline_run_latest.json`	Latest structured baseline run

Scale-up qualification¶

Artifact	Role
`data/scaleup/catalog/confirmed_targets.yaml`	Selected confirmed hosts
`data/scaleup/processed/confirmed/bls_recovery.csv`	Scaled recovery rows
`data/scaleup/processed/ml_candidate_metadata.csv`	Candidate labels/groups
`reports/experiments/scaleup/rf_v2_cv.json`	RF v2 grouped evaluation
`reports/experiments/scaleup/cnn_v2_cv.json`	CNN v2 grouped evaluation
`models/production_model_selection.json`	Frozen model, threshold, policy
`reports/model_qualification.md`	Selection rationale and metrics
`reports/scaleup_run_latest.json`	Latest structured scale-up run

Large model binaries such as models/rf_v2.joblib and models/cnn_v2.keras are intentionally not tracked in Git.

Candidate screening¶

Artifact	Role
`data/search/catalog/eligible_unknown_pool.parquet`	Catalog-filtered target pool
`data/search/catalog/selected_unknown_targets.yaml`	Deterministic 250-target sample
`data/search/catalog/selection_summary.json`	Pool counts and selection hashes
`data/search/processed/scored_candidates.parquet`	All 1,250 scored BLS peaks
`data/search/processed/shortlist_top20.csv`	Frozen independent-review queue
`reports/candidate_figures/`	Folded views for the 20 signals
`reports/candidate_catalog_recheck.json`	Post-ranking catalog evidence
`reports/candidate_screening.md`	Screening report
`reports/search_run_latest.json`	Search acceptance record

Independent validation¶

Artifact	Role
`data/validation/frozen_search_shortlist.parquet`	Hash-checked audit input
`data/validation/fap_results.parquet`	Observed/null comparison by candidate
`data/validation/independent_vetting.parquet`	Photometric/physical evidence
`data/validation/gaia_sources.parquet`	Gaia query results
`data/validation/crossmatch_results.parquet`	Gaia/TESS/ExoFOP summary
`data/validation/final_ranking.csv`	Category and transparent score
`reports/independent_validation.md`	Final audit report
`reports/validation_run_latest.json`	Acceptance checks and shortlist SHA-256

Publication and release¶

reports/research_report.md: complete paper-length record;
reports/rnaas_draft.md: condensed RNAAS-format draft;
reports/rnaas_draft_consistency_check.md: draft/source metric check;
output/pdf/sxs_preprint_v1.0.0.pdf: archived preprint with historical wording; see publication status;
CITATION.cff: software citation metadata; and
CHANGELOG.md: public version history.

Machine-readable artifacts may retain historical numbered identifiers for schema and hash compatibility. Public documentation uses descriptive workflow names.